From 56ca3599fd2c6bfe98abe084f10d0e6f14882779 Mon Sep 17 00:00:00 2001 From: floatingbigcat Date: Tue, 7 Jan 2025 05:45:18 +0000 Subject: [PATCH] init commit --- .gitignore | 10 + README.md | 69 ++ assets/cover.gif | Bin 0 -> 2004826 bytes base_model/__init__.py | 3 + base_model/base.py | 18 + base_model/llama3instruct.py | 18 + base_model/mistral03instruct.py | 18 + cfgs/base_model/llama3i8b.yaml | 15 + cfgs/base_model/mistral03i7b.yaml | 10 + cfgs/config.yaml | 38 ++ cfgs/mode/eval.yaml | 16 + cfgs/mode/training.yaml | 0 cfgs/optimization/cem.yaml | 20 + cfgs/optimization/reinforce.yaml | 21 + cfgs/optimization/rsm.yaml | 20 + cfgs/policy/default.yaml | 9 + cfgs/policy/wcomb.yaml | 15 + .../few_shot_arc_challenge_20.yaml | 15 + .../few_shot_arc_challenge_3.yaml | 15 + .../few_shot_arc_challenge_5.yaml | 15 + cfgs/task/ai2_arc.yaml | 6 + cfgs/task/cls.yaml | 6 + cfgs/task/few_shot_arc_challenge.yaml | 15 + cfgs/task/few_shot_humaneval.yaml | 14 + cfgs/task/few_shot_math.yaml | 15 + cfgs/task/gsm8k.yaml | 6 + cfgs/task/math.yaml | 6 + cfgs/task/mbpp2.yaml | 6 + logging_utils.py | 59 ++ optim_modules.py | 593 ++++++++++++++++++ policy/__init__.py | 2 + policy/base.py | 52 ++ policy/weighted_combination.py | 138 ++++ requirements.txt | 22 + scripts/eval_few_shot.sh | 23 + scripts/eval_prompt_based.sh | 25 + scripts/train_task_expert.sh | 13 + svd_reinforce_hydra.py | 426 +++++++++++++ tasks/__init__.py | 6 + tasks/arc.py | 145 +++++ tasks/base.py | 180 ++++++ tasks/cls.py | 256 ++++++++ tasks/gsm8k.py | 122 ++++ tasks/math.py | 115 ++++ tasks/mbpp2.py | 122 ++++ utils.py | 288 +++++++++ 46 files changed, 3006 insertions(+) create mode 100644 .gitignore create mode 100644 README.md create mode 100644 assets/cover.gif create mode 100644 base_model/__init__.py create mode 100644 base_model/base.py create mode 100644 base_model/llama3instruct.py create mode 100644 base_model/mistral03instruct.py create mode 100644 cfgs/base_model/llama3i8b.yaml create mode 100644 cfgs/base_model/mistral03i7b.yaml create mode 100644 cfgs/config.yaml create mode 100644 cfgs/mode/eval.yaml create mode 100644 cfgs/mode/training.yaml create mode 100644 cfgs/optimization/cem.yaml create mode 100644 cfgs/optimization/reinforce.yaml create mode 100644 cfgs/optimization/rsm.yaml create mode 100644 cfgs/policy/default.yaml create mode 100644 cfgs/policy/wcomb.yaml create mode 100644 cfgs/task/ablation_tasks/few_shot_arc_challenge_20.yaml create mode 100644 cfgs/task/ablation_tasks/few_shot_arc_challenge_3.yaml create mode 100644 cfgs/task/ablation_tasks/few_shot_arc_challenge_5.yaml create mode 100644 cfgs/task/ai2_arc.yaml create mode 100644 cfgs/task/cls.yaml create mode 100644 cfgs/task/few_shot_arc_challenge.yaml create mode 100644 cfgs/task/few_shot_humaneval.yaml create mode 100644 cfgs/task/few_shot_math.yaml create mode 100644 cfgs/task/gsm8k.yaml create mode 100644 cfgs/task/math.yaml create mode 100644 cfgs/task/mbpp2.yaml create mode 100644 logging_utils.py create mode 100644 optim_modules.py create mode 100644 policy/__init__.py create mode 100644 policy/base.py create mode 100644 policy/weighted_combination.py create mode 100644 requirements.txt create mode 100644 scripts/eval_few_shot.sh create mode 100644 scripts/eval_prompt_based.sh create mode 100644 scripts/train_task_expert.sh create mode 100644 svd_reinforce_hydra.py create mode 100644 tasks/__init__.py create mode 100644 tasks/arc.py create mode 100644 tasks/base.py create mode 100644 tasks/cls.py create mode 100644 tasks/gsm8k.py create mode 100644 tasks/math.py create mode 100644 tasks/mbpp2.py create mode 100644 utils.py diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..b35fe6d --- /dev/null +++ b/.gitignore @@ -0,0 +1,10 @@ +playground* +wandb +results +results_eval +saved_models +outputs +reference_code +messy_scripts +*_decomposed_params.pt +**/__pycache__/ \ No newline at end of file diff --git a/README.md b/README.md new file mode 100644 index 0000000..0cb7dcc --- /dev/null +++ b/README.md @@ -0,0 +1,69 @@ +

+

Transformer2: Self-adaptive LLMs🦎

+ +

+ 📄 [Paper] | + 🤗 [Hugging Face] +

+ +Self-adaptive large language models (LLMs) aim to solve the challenges posed by traditional fine-tuning methods, which are often computationally intensive and static in their ability to handle diverse tasks. + +We are excited to introduce Transformer², a novel self-adaptation framework that adapts LLMs for unseen tasks in real-time by selectively adjusting only the singular components of their weight matrices. +During inference, Transformer² employs a two-pass mechanism: first, a dispatch system identifies the task properties, and then task-specific ``expert'' vectors, trained using reinforcement learning, are dynamically mixed to obtain targeted behavior for the incoming prompt. +

+ +
+
+ + +## Installation + +### 1. Clone the Repo +``` +git clone https://github.com/SakanaAI/self-adaptive-llms +cd self-adaptive-llms +``` + +### 2. Install Libraries +```bash +conda create -n t2 python=3.11 -y +conda activate t2 +pip install --upgrade pip +pip install -r requirements.txt +``` + +### 3. Install Tasks Evaluator +```bash +cd evaluation/fishfarm +pip install -e . +``` + +## Usage +We provide example scripts for both training and evalution. + +Please change the argument in the provided script to choose among models and tasks + +### Training + +```bash +bash scripts/train_task_expert.sh +``` + +### Evaluation + +#### Prompt-based evaluation +Classficitaion expert can be loaded by specifying the CLS_EXPERT_PATH in the script. +```bash +bash scripts/eval_prompt_based.sh +``` + +#### Few-shots evaluation +```bash +bash scripts/eval_few_shot.sh +``` + +## Citation +If you find **Transformer^2** useful for your research, please cite using this BibTeX: +``` +arxiv bib xxx +``` \ No newline at end of file diff --git a/assets/cover.gif b/assets/cover.gif new file mode 100644 index 0000000000000000000000000000000000000000..29c9b630c0af681774f665b83e5a2e2b94e3fdec GIT binary patch literal 2004826 zcmW)mWmr_t--q{SfFgngsFc9crF3HuE2+TJ-LZglgGx#+-674=uyjf{Qp-|Hcjpqz 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m4QbcTj&{xBeatA zs6(V=`>i|KueE$%P;-9%{P20p2VNokKm8kE8Go1pHZu54o*(|vzX9@p;rXEjh5()) Ngs+Mg0spt8{trYPBw_#n literal 0 HcmV?d00001 diff --git a/base_model/__init__.py b/base_model/__init__.py new file mode 100644 index 0000000..05c3f6d --- /dev/null +++ b/base_model/__init__.py @@ -0,0 +1,3 @@ +from .base import BaseModel +from .llama3instruct import Llama3Instruct8B +from .mistral03instruct import MistralV03Instruct7B diff --git a/base_model/base.py b/base_model/base.py new file mode 100644 index 0000000..59396bd --- /dev/null +++ b/base_model/base.py @@ -0,0 +1,18 @@ +from abc import ABC, abstractmethod + + +class BaseModel(ABC): + def __init__(self): + pass + + @abstractmethod + def get_model_id(self): + raise NotImplementedError + + @abstractmethod + def get_model_name(self): + raise NotImplementedError + + @abstractmethod + def get_param_file(self, param_folder_path=""): + raise NotImplementedError diff --git a/base_model/llama3instruct.py b/base_model/llama3instruct.py new file mode 100644 index 0000000..1e5bd2d --- /dev/null +++ b/base_model/llama3instruct.py @@ -0,0 +1,18 @@ +import os + +from .base import BaseModel + + +class Llama3Instruct8B(BaseModel): + def __init__(self): + self.model_id = "meta-llama/Meta-Llama-3-8B-Instruct" + self.dec_param_file_n = "llama3_decomposed_params.pt" + + def get_model_id(self): + return self.model_id + + def get_model_name(self): + return self.model_id.split("/")[1] + + def get_param_file(self, param_folder_path=""): + return os.path.join(param_folder_path, self.dec_param_file_n) diff --git a/base_model/mistral03instruct.py b/base_model/mistral03instruct.py new file mode 100644 index 0000000..90b45cb --- /dev/null +++ b/base_model/mistral03instruct.py @@ -0,0 +1,18 @@ +import os + +from .base import BaseModel + + +class MistralV03Instruct7B(BaseModel): + def __init__(self): + self.model_id = "mistralai/Mistral-7B-Instruct-v0.3" + self.dec_param_file_n = "mistral_decomposed_params.pt" + + def get_model_id(self): + return self.model_id + + def get_model_name(self): + return self.model_id.split("/")[1] + + def get_param_file(self, param_folder_path=""): + return os.path.join(param_folder_path, self.dec_param_file_n) diff --git a/cfgs/base_model/llama3i8b.yaml b/cfgs/base_model/llama3i8b.yaml new file mode 100644 index 0000000..4699f06 --- /dev/null +++ b/cfgs/base_model/llama3i8b.yaml @@ -0,0 +1,15 @@ +base_model: + _target_: base_model.Llama3Instruct8B + + +base_model_name: llama3i8b + +# reference_params_results: +# - 'saved_models/llama3i8b/gsm8k/learnable_params.pt' +# - 'saved_models/llama3i8b/mbpp/learnable_params.pt' +# - 'saved_models/llama3i8b/ai2arc/learnable_params.pt' + +reference_params_results: + - "ckpts/learnable_params/llama3_8b_instruct_gsm8k_svd_pg_mlp.pt" + - "ckpts/learnable_params/llama3_8b_instruct_mbpp_pro_svd_pg_mlp.pt" + - "ckpts/learnable_params/llama3_8b_instruct_gsm8k_svd_pg_mlp.pt" \ No newline at end of file diff --git a/cfgs/base_model/mistral03i7b.yaml b/cfgs/base_model/mistral03i7b.yaml new file mode 100644 index 0000000..46d2f19 --- /dev/null +++ b/cfgs/base_model/mistral03i7b.yaml @@ -0,0 +1,10 @@ +base_model: + _target_: base_model.MistralV03Instruct7B + + +base_model_name: mistral03i7b + +reference_params_results: + - 'saved_models/mistral03i7b/gsm8k/policy_params.pt' + - 'saved_models/mistral03i7b/mbpp/policy_params.pt' + - 'saved_models/mistral03i7b/ai2arc/policy_params.pt' \ No newline at end of file diff --git a/cfgs/config.yaml b/cfgs/config.yaml new file mode 100644 index 0000000..78fc467 --- /dev/null +++ b/cfgs/config.yaml @@ -0,0 +1,38 @@ +defaults: + - _self_ + - policy@_global_: default + - task@_global_: gsm8k + - base_model@_global_: llama3i8b + - optimization@_global_: reinforce + - mode@_global_: training + +num_iters: 2000 +test_interval: 10 +lr: 2e-3 +batch_size: 256 +seed: 42 +init_val: 0.1 +test_only: false +model_dir: null +save_legacy_params: false +use_lora: false +prompt_based_eval: false +experts_path_dict: null + +run_name: null + +load_ckpt: null +exp_suffix: 'st' + +exp_name: ${base_model_name}/${optim_name}-${exp_suffix} + +wandb_log: true # enabled by default +wandb_project: shakeoff +wandb_group_name: ${exp_name} +extract_svd: false + +out_dir: results + +hydra: + run: + dir: ${out_dir}/ \ No newline at end of file diff --git a/cfgs/mode/eval.yaml b/cfgs/mode/eval.yaml new file mode 100644 index 0000000..b9ef73c --- /dev/null +++ b/cfgs/mode/eval.yaml @@ -0,0 +1,16 @@ +exp_name: eval_${base_model_name}/temp-lr${lr}-mGN${max_grad_norm}-klC${kl_ref_coeff}-r${rw_strategy}-${exp_suffix}-r + +test_only: true +load_ckpt: null +use_lora: false + +prompt_based_eval: false +experts_path_dict: + code: null + math: null + reasoning: null + other: null + +wandb_project: T^2_eval +wandb_group_name: ${exp_name} +out_dir: results_eval \ No newline at end of file diff --git a/cfgs/mode/training.yaml b/cfgs/mode/training.yaml new file mode 100644 index 0000000..e69de29 diff --git a/cfgs/optimization/cem.yaml b/cfgs/optimization/cem.yaml new file mode 100644 index 0000000..7bef928 --- /dev/null +++ b/cfgs/optimization/cem.yaml @@ -0,0 +1,20 @@ + +optimization_algorithm: + _target_: optim_modules.CEM + elite_ratio: ${elite_ratio} + pop_size: ${pop_size} + min_trainable_param: ${min_trainable_param} + max_trainable_param: ${max_trainable_param} + optim_ema: ${optim_ema} + re_eval_best: ${re_eval_best} + use_loglikelihood_for_ties: ${use_loglikelihood_for_ties} + + +pop_size: 32 +elite_ratio: 0.2 +min_trainable_param: 0 +max_trainable_param: 1 +optim_ema: 0 +re_eval_best: True +use_loglikelihood_for_ties: true +optim_name: CEM-pop${pop_size}e${elite_ratio}-[${min_trainable_param}-${max_trainable_param}]-tieswLL${use_loglikelihood_for_ties} \ No newline at end of file diff --git a/cfgs/optimization/reinforce.yaml b/cfgs/optimization/reinforce.yaml new file mode 100644 index 0000000..be55751 --- /dev/null +++ b/cfgs/optimization/reinforce.yaml @@ -0,0 +1,21 @@ + +optimization_algorithm: + _target_: optim_modules.Reinforce + # policy: ${policy} + # gpu: ${gpu} + max_grad_norm: ${max_grad_norm} + lr: ${lr} + rw_norm: ${rw_norm} + rw_clip: ${rw_clip} + kl_ref_coeff: ${kl_ref_coeff} + + +# policy: +# gpu: +max_grad_norm: 1e-3 +lr: 2e-3 +rw_norm: 0 +rw_clip: null +kl_ref_coeff: 0 +rw_strategy: rN${rw_norm}C${rw_clip} +optim_name: RL-lr${lr}-mGN${max_grad_norm}-klC${kl_ref_coeff}-r${rw_strategy} \ No newline at end of file diff --git a/cfgs/optimization/rsm.yaml b/cfgs/optimization/rsm.yaml new file mode 100644 index 0000000..331c8c5 --- /dev/null +++ b/cfgs/optimization/rsm.yaml @@ -0,0 +1,20 @@ + +optimization_algorithm: + _target_: optim_modules.RandomShooting + # policy: ${policy} + # gpu: ${gpu} + pop_size: ${pop_size} + min_trainable_param: ${min_trainable_param} + max_trainable_param: ${max_trainable_param} + optim_ema: ${optim_ema} + re_eval_best: ${re_eval_best} + use_loglikelihood_for_ties: ${use_loglikelihood_for_ties} + + +pop_size: 32 +min_trainable_param: 0 +max_trainable_param: 1 +optim_ema: 0 +re_eval_best: True +use_loglikelihood_for_ties: false +optim_name: RSML-pop${pop_size}-[${min_trainable_param}-${max_trainable_param}]-tieswLL${use_loglikelihood_for_ties} \ No newline at end of file diff --git a/cfgs/policy/default.yaml b/cfgs/policy/default.yaml new file mode 100644 index 0000000..2e3c74d --- /dev/null +++ b/cfgs/policy/default.yaml @@ -0,0 +1,9 @@ +shakeoff_policy: + _target_: policy.Policy + init_val: ${init_val} + mode: ${policy_mode} + max_mult: ${max_mult} + +policy_mode: 1 +max_mult: 1 +policy_name: ${policy_mode}_mm${max_mult} diff --git a/cfgs/policy/wcomb.yaml b/cfgs/policy/wcomb.yaml new file mode 100644 index 0000000..fd56b53 --- /dev/null +++ b/cfgs/policy/wcomb.yaml @@ -0,0 +1,15 @@ + + +shakeoff_policy: + _target_: policy.WeightedCombination + base_policy_cfg: null + params_paths: ${reference_params_results} + norm_coeffs: ${norm_coeffs} + per_layer: ${per_layer} + init_values: ${init_values} + +norm_coeffs: true +per_layer: false +init_values: null + +policy_name: Wcomb_n${norm_coeffs}_p${per_layer} diff --git a/cfgs/task/ablation_tasks/few_shot_arc_challenge_20.yaml b/cfgs/task/ablation_tasks/few_shot_arc_challenge_20.yaml new file mode 100644 index 0000000..0c458ed --- /dev/null +++ b/cfgs/task/ablation_tasks/few_shot_arc_challenge_20.yaml @@ -0,0 +1,15 @@ +task_loader: + _target_: tasks.FewShotTask + wrapped_task: + _target_: tasks.AI2ArcTask + wrapped_split: ${wrapped_split} + shots: ${task_shots} + seed: ${task_loader_seed} + + +wrapped_split: transfer +task_shots: 20 +task_loader_seed: 38 + +task_name: arc_chal_${task_shots}shots + diff --git a/cfgs/task/ablation_tasks/few_shot_arc_challenge_3.yaml b/cfgs/task/ablation_tasks/few_shot_arc_challenge_3.yaml new file mode 100644 index 0000000..0c3635a --- /dev/null +++ b/cfgs/task/ablation_tasks/few_shot_arc_challenge_3.yaml @@ -0,0 +1,15 @@ +task_loader: + _target_: tasks.FewShotTask + wrapped_task: + _target_: tasks.AI2ArcTask + wrapped_split: ${wrapped_split} + shots: ${task_shots} + seed: ${task_loader_seed} + + +wrapped_split: transfer +task_shots: 3 +task_loader_seed: 38 + +task_name: arc_chal_${task_shots}shots + diff --git a/cfgs/task/ablation_tasks/few_shot_arc_challenge_5.yaml b/cfgs/task/ablation_tasks/few_shot_arc_challenge_5.yaml new file mode 100644 index 0000000..c3b542c --- /dev/null +++ b/cfgs/task/ablation_tasks/few_shot_arc_challenge_5.yaml @@ -0,0 +1,15 @@ +task_loader: + _target_: tasks.FewShotTask + wrapped_task: + _target_: tasks.AI2ArcTask + wrapped_split: ${wrapped_split} + shots: ${task_shots} + seed: ${task_loader_seed} + + +wrapped_split: transfer +task_shots: 5 +task_loader_seed: 38 + +task_name: arc_chal_${task_shots}shots + diff --git a/cfgs/task/ai2_arc.yaml b/cfgs/task/ai2_arc.yaml new file mode 100644 index 0000000..b19071a --- /dev/null +++ b/cfgs/task/ai2_arc.yaml @@ -0,0 +1,6 @@ +task_loader: + _target_: tasks.AI2ArcTask + + +task_name: ai2_arc + diff --git a/cfgs/task/cls.yaml b/cfgs/task/cls.yaml new file mode 100644 index 0000000..eeb084b --- /dev/null +++ b/cfgs/task/cls.yaml @@ -0,0 +1,6 @@ +task_loader: + _target_: tasks.ClsTask + + +task_name: Cls + diff --git a/cfgs/task/few_shot_arc_challenge.yaml b/cfgs/task/few_shot_arc_challenge.yaml new file mode 100644 index 0000000..88e0e7d --- /dev/null +++ b/cfgs/task/few_shot_arc_challenge.yaml @@ -0,0 +1,15 @@ +task_loader: + _target_: tasks.FewShotTask + wrapped_task: + _target_: tasks.AI2ArcTask + wrapped_split: ${wrapped_split} + shots: ${task_shots} + seed: ${task_loader_seed} + + +wrapped_split: transfer +task_shots: 10 +task_loader_seed: 38 + +task_name: arc_chal_${task_shots}shots + diff --git a/cfgs/task/few_shot_humaneval.yaml b/cfgs/task/few_shot_humaneval.yaml new file mode 100644 index 0000000..f126a79 --- /dev/null +++ b/cfgs/task/few_shot_humaneval.yaml @@ -0,0 +1,14 @@ +task_loader: + _target_: tasks.FewShotTask + wrapped_task: + _target_: tasks.Mbpp2Task2 + wrapped_split: ${wrapped_split} + shots: ${task_shots} + seed: ${task_loader_seed} + + +wrapped_split: transfer +task_shots: 10 +task_loader_seed: 16 + +task_name: humaneval_${task_shots}shots diff --git a/cfgs/task/few_shot_math.yaml b/cfgs/task/few_shot_math.yaml new file mode 100644 index 0000000..7f3ceda --- /dev/null +++ b/cfgs/task/few_shot_math.yaml @@ -0,0 +1,15 @@ +task_loader: + _target_: tasks.FewShotTask + wrapped_task: + _target_: tasks.MathTask + wrapped_split: ${wrapped_split} + shots: ${task_shots} + seed: ${task_loader_seed} + + +wrapped_split: test +task_shots: 10 +task_loader_seed: 27 + +task_name: math_${task_shots}shots + diff --git a/cfgs/task/gsm8k.yaml b/cfgs/task/gsm8k.yaml new file mode 100644 index 0000000..204ba5f --- /dev/null +++ b/cfgs/task/gsm8k.yaml @@ -0,0 +1,6 @@ +task_loader: + _target_: tasks.Gsm8kTask + + +task_name: gsm8k + diff --git a/cfgs/task/math.yaml b/cfgs/task/math.yaml new file mode 100644 index 0000000..b26ebbb --- /dev/null +++ b/cfgs/task/math.yaml @@ -0,0 +1,6 @@ +task_loader: + _target_: tasks.MathTask + + +task_name: math + diff --git a/cfgs/task/mbpp2.yaml b/cfgs/task/mbpp2.yaml new file mode 100644 index 0000000..ecbd275 --- /dev/null +++ b/cfgs/task/mbpp2.yaml @@ -0,0 +1,6 @@ +task_loader: + _target_: tasks.Mbpp2Task + + +task_name: mbpp + diff --git a/logging_utils.py b/logging_utils.py new file mode 100644 index 0000000..1d7e027 --- /dev/null +++ b/logging_utils.py @@ -0,0 +1,59 @@ +import numpy as np + + +def get_mean_std_max_min_dict(array, prefix): + res = {} + res[prefix + "/mean"] = np.mean(array) + res[prefix + "/std"] = np.std(array) + res[prefix + "/min"] = np.amin(array) + res[prefix + "/max"] = np.amax(array) + return res + + +class Metrics: + """Object keeping running average/latest of relevant metrics to log.""" + + def __init__(self, *args): + self.metrics = {arg: 0 for arg in args} + self.latest_metrics = {arg: 0 for arg in args} + self.samples = {arg: 1e-8 for arg in args} + self.logged_metrics = [arg for arg in args] + + def reset(self): + for arg in self.metrics: + self.metrics[arg] = 0 + self.samples[arg] = 1e-8 + + def add(self, *args): + for arg in args: + if arg not in self.metrics: + self.logged_metrics.append(arg) + self.metrics[arg] = 0 + self.latest_metrics[arg] = 0 + self.samples[arg] = 1e-8 + + def update(self, **kwargs): + for arg, val in kwargs.items(): + if arg not in self.metrics: + self.logged_metrics += arg + self.metrics[arg] = 0 + self.latest_metrics[arg] = 0 + self.samples[arg] = 1e-8 + self.metrics[arg] += val + self.samples[arg] += 1 + + def set(self, **kwargs): + for arg, val in kwargs.items(): + if arg not in self.metrics: + self.logged_metrics += arg + self.metrics[arg] = val + self.samples[arg] = 1 + self.metrics[arg] = val + self.samples[arg] = 1 + + def get(self): + for arg, metric_agg in self.metrics.items(): + samples = self.samples[arg] + if samples >= 1: + self.latest_metrics[arg] = metric_agg / samples + return self.latest_metrics diff --git a/optim_modules.py b/optim_modules.py new file mode 100644 index 0000000..8f993ce --- /dev/null +++ b/optim_modules.py @@ -0,0 +1,593 @@ +import abc + +import numpy as np +import torch +import torch.nn as nn +import torch.nn.functional as F + +from logging_utils import get_mean_std_max_min_dict +from utils import (backward, eval_model, forward, load_base_params, + load_hf_params_to_vllm) + + +class OptimizationAlgorithm(abc.ABC): + def __init__(self, **kwargs): + nn.Module.__init__(self=self) + + @abc.abstractmethod + def step_optimization( + self, + model_id, + model, + tokenizer, + policy, + task_loader, + batch_ix, + train_data, + train_eval, + base_params, + decomposed_params, + original_model_params, + metrics_to_log, + vllm_model=None, + **kwargs, + ): + raise NotADirectoryError + + @abc.abstractmethod + def update(self, policy): + raise NotImplementedError + + def log_optim(self, metrics_to_log): + pass + + +class Reinforce(OptimizationAlgorithm, nn.Module): + def __init__( + self, policy, gpu, max_grad_norm, lr, rw_norm, rw_clip, kl_ref_coeff, **kwargs + ): + nn.Module.__init__(self=self) + self.gpu = gpu + self.kl_ref_coeff = kl_ref_coeff + self.use_kl_loss = kl_ref_coeff > 0.0 + self.max_grad_norm = float(max_grad_norm) + self.lr = lr + self.rw_norm = rw_norm + self.rw_clip = rw_clip + self.optimizer = torch.optim.Adam(policy.trainable_params, lr=lr) + + def compute_ref_logprobs( + self, + model, + tokenizer, + prompts, + res, + ): + ref_log_probs_list = [] + print("Computing reference log probs...") + for j, prompt in enumerate(prompts): + input_ids = tokenizer(prompt, return_tensors="pt").input_ids.to(self.gpu) + prompt_length = input_ids.shape[-1] + output_ids = tokenizer( + prompt + res.sample_details[j]["output"], + return_tensors="pt", + ).input_ids.to(self.gpu) + outputs = model(output_ids) + logits = outputs.logits[:, prompt_length - 1 : -1] + log_probs = torch.nn.functional.log_softmax(logits, dim=-1) + ref_log_probs_list.append(log_probs.detach().cpu()) + return ref_log_probs_list + + def get_rewards(self, task_loader, res): + rw_norm = self.rw_norm + rw_clip = self.rw_clip + rewards = task_loader.get_rewards(res=res) + + if rw_norm: + rewards = np.array(rewards) + mean_rw = np.mean(rewards) + std_rw = np.clip(np.std(rewards), a_min=1e-7, a_max=None) + rewards = (rewards - mean_rw) / std_rw + if rw_clip is not None: + if rw_clip > 0: + rewards = np.array(rewards) + rewards = np.clip(rewards, a_min=-rw_clip, a_max=rw_clip) + return rewards + + def step_optimization( + self, + model_id, + model, + tokenizer, + policy, + task_loader, + batch_ix, + train_data, + train_eval, + base_params, + decomposed_params, + original_model_params, + metrics_to_log, + vllm_model=None, + **kwargs, + ): + use_kl_loss = self.use_kl_loss + kl_ref_coeff = self.kl_ref_coeff + + gpu = self.gpu + + prompts = [ + task_loader.get_prompt( + tokenizer, + train_data, + i, + model_id=model_id, + ) + for i in batch_ix + ] + + clipped_batch_size = len(prompts) + + learnable_params = policy.get_learnable_params() + new_params = forward( + policy, model, base_params, decomposed_params, learnable_params + ) + + print("Loading weights and getting completions with VLLM") + load_hf_params_to_vllm(new_params, vllm_model.llm) + res = eval_model(vllm_model, train_eval, batch_ix) + rewards = self.get_rewards(task_loader=task_loader, res=res) + + rw_stats = get_mean_std_max_min_dict(array=rewards, prefix="rewards") + metrics_to_log.update(**rw_stats) + + if use_kl_loss: + with torch.no_grad(): + load_base_params(model=model, base_params=original_model_params) + ref_log_probs_list = self.compute_ref_logprobs( + model=model, + tokenizer=tokenizer, + prompts=prompts, + res=res, + ) + new_params = forward( + policy, model, base_params, decomposed_params, learnable_params + ) + + print("Computing the policy gradient...") + for j, prompt in enumerate(prompts): + input_ids = tokenizer(prompt, return_tensors="pt").input_ids.to(gpu) + prompt_length = input_ids.shape[-1] + output_ids = tokenizer( + prompt + res.sample_details[j]["output"], + return_tensors="pt", + ).input_ids.to(gpu) + generated_ids = output_ids[:, prompt_length:] + + outputs = model(output_ids) + logits = outputs.logits[:, prompt_length - 1 : -1] + log_probs = torch.nn.functional.log_softmax(logits, dim=-1) + selected_log_probs = log_probs.gather( + 2, generated_ids.unsqueeze(-1) + ).squeeze(-1) + log_likelihood = selected_log_probs.sum(axis=-1) + + pg = -log_likelihood * rewards[j] + loss = pg + + if use_kl_loss: + ref_log_probs = ref_log_probs_list[j].to(gpu) + kl_div = F.kl_div( + input=log_probs, + target=ref_log_probs, + log_target=True, + reduction="sum", + ) + loss = loss + kl_ref_coeff * kl_div + scaled_loss = loss / clipped_batch_size + scaled_loss.backward() + log_dict = { + "pg": pg.item(), + "loss": loss.item(), + } + if use_kl_loss: + log_dict["kl_div"] = kl_div.item() + metrics_to_log.update(**log_dict) + backward(policy, model, base_params, decomposed_params, learnable_params) + + def update(self, policy): + max_grad_norm = self.max_grad_norm + torch.nn.utils.clip_grad_norm_(policy.trainable_params, max_grad_norm) + self.optimizer.step() + self.optimizer.zero_grad() + + def log_optim(self, metrics_to_log): + metrics_dict = metrics_to_log.get() + pg = metrics_dict["pg"] + print(f"PG={pg}") + if self.use_kl_loss: + kl_div = metrics_dict["kl_div"] + print(f"kl_div={kl_div}") + + +class RandomShooting(OptimizationAlgorithm, nn.Module): + def __init__( + self, + policy, + gpu, + pop_size, + min_trainable_param, + max_trainable_param, + optim_ema=0, + re_eval_best=True, + use_loglikelihood_for_ties=False, + **kwargs, + ): + + nn.Module.__init__(self=self) + self.gpu = gpu + trainable_params = policy.trainable_params + self.pop_size = pop_size + self.min_trainable_param = min_trainable_param + self.max_trainable_param = max_trainable_param + self.range_trainable_param = max_trainable_param - min_trainable_param + assert optim_ema >= 0 and optim_ema < 1 + self.optim_ema = optim_ema + self.re_eval_best = re_eval_best + self.use_loglikelihood_for_ties = use_loglikelihood_for_ties + + self.trainable_params_shapes = [p.shape for p in trainable_params] + self.trainable_params_nums = [torch.numel(p) for p in trainable_params] + self.trainable_params_dtype = trainable_params[0].dtype + self.total_trainable_params = sum(self.trainable_params_nums) + self.best_idx = 0 + + initial_values = ( + torch.rand(size=[pop_size, self.total_trainable_params]) + * self.range_trainable_param + ) + self.min_trainable_param + init_values_flat = [ + torch.flatten(torch.detach_copy(p.data)) for p in trainable_params + ] + init_soln = torch.concat(init_values_flat, dim=0) + if self.re_eval_best: + initial_values[0] = torch.clone(init_soln) + + self.pop_params = nn.Parameter( + initial_values, + requires_grad=False, + ).cpu() + self.best_soln = nn.Parameter(init_soln, requires_grad=False).cpu() + + def compute_logprobs( + self, + model, + tokenizer, + prompts, + generated_outputs, + ): + selected_log_probs_list = [] + for j, prompt in enumerate(prompts): + input_ids = tokenizer(prompt, return_tensors="pt").input_ids.to(self.gpu) + prompt_length = input_ids.shape[-1] + output_ids = tokenizer( + prompt + generated_outputs[j], + return_tensors="pt", + ).input_ids.to(self.gpu) + generated_ids = output_ids[:, prompt_length:] + + outputs = model(output_ids) + logits = outputs.logits[:, prompt_length - 1 : -1] + log_probs = torch.nn.functional.log_softmax(logits, dim=-1) + selected_log_probs = log_probs.gather( + 2, generated_ids.unsqueeze(-1) + ).squeeze(-1) + selected_log_probs_list.append(selected_log_probs.detach().cpu()) + return selected_log_probs_list + + @torch.no_grad + def sample_new_params( + self, + ): + pop_values = ( + torch.rand(size=[self.pop_size, self.total_trainable_params]) + * self.range_trainable_param + ) + self.min_trainable_param + if self.re_eval_best: + pop_values[0] = torch.detach_copy(self.best_soln) + + self.pop_params.data.copy_(pop_values) + + def split_and_convert(self, flat_params): + split_flat_params = torch.split_with_sizes( + flat_params, split_sizes=self.trainable_params_nums + ) + split_params = [ + torch.reshape(p, shape=s).to(dtype=self.trainable_params_dtype).to(self.gpu) + for p, s in zip(split_flat_params, self.trainable_params_shapes) + ] + return split_params + + def get_params_for_pop_member(self, pop_idx): + return self.split_and_convert(self.pop_params[pop_idx]) + + @torch.no_grad + def step_optimization( + self, + model_id, + model, + tokenizer, + policy, + task_loader, + batch_ix, + train_data, + train_eval, + base_params, + decomposed_params, + metrics_to_log, + vllm_model=None, + **kwargs, + ): + self.sample_new_params() + perf_per_pop = [] + avg_log_likelihoods_per_pop = [] + for pop_idx in range(self.pop_size): + pop_idx_params = self.split_and_convert( + flat_params=self.pop_params[pop_idx] + ) + policy.set_trainable_params_values(new_values=pop_idx_params) + learnable_params = policy.get_learnable_params() + new_params = forward( + policy, model, base_params, decomposed_params, learnable_params + ) + + print("Loading weights and getting completions with VLLM") + load_hf_params_to_vllm(new_params, vllm_model.llm) + res = eval_model(vllm_model, train_eval, batch_ix) + if self.use_loglikelihood_for_ties: + print("Storing log likelihhods") + rewards = task_loader.get_rewards(res=res) + correct = [int(r > 0) for r in rewards] + correct_batch_ix = [i for i, c in zip(batch_ix, correct) if c] + if len(correct_batch_ix) > 0: + avg_log_likelihoods = [] + correct_prompts = [ + task_loader.get_prompt( + tokenizer, + train_data, + i, + model_id=model_id, + ) + for i in correct_batch_ix + ] + correct_outputs = [ + res.sample_details[j]["output"] + for j, c in enumerate(correct) + if c + ] + selected_log_probs_list = self.compute_logprobs( + model=model, + tokenizer=tokenizer, + prompts=correct_prompts, + generated_outputs=correct_outputs, + ) + for selected_log_probs in selected_log_probs_list: + avg_log_likelihood = selected_log_probs.mean(axis=-1) + avg_log_likelihoods.append(avg_log_likelihood.item()) + avg_log_likelihoods_per_pop.append(np.mean(avg_log_likelihoods)) + else: + avg_log_likelihoods_per_pop.append(0.0) + + perf = res.aggregate_metrics[task_loader.target_metric_train] + perf_per_pop.append(perf) + + perf_stats = get_mean_std_max_min_dict(array=perf_per_pop, prefix="pop_perf") + metrics_to_log.update(**perf_stats) + + if self.use_loglikelihood_for_ties: + perf_per_pop_array = np.array(perf_per_pop) + loglikelihood_array = np.array(avg_log_likelihoods_per_pop) + max_perf = perf_per_pop_array == np.max(perf_per_pop_array) + max_perf_idxs = np.flatnonzero(max_perf) + max_perf_logprobs = loglikelihood_array[max_perf_idxs] + print("SC CHECK") + print(perf_per_pop) + print(loglikelihood_array) + print(max_perf_idxs) + best_logprob_idx = np.argmax(max_perf_logprobs) + best_member_idx = max_perf_idxs[best_logprob_idx] + print(best_logprob_idx) + print(best_member_idx) + logprobs_stats = get_mean_std_max_min_dict( + array=max_perf_logprobs, prefix="logprobs_correct" + ) + metrics_to_log.update(**logprobs_stats) + else: + best_member_idx = np.argmax(perf_per_pop) + self.best_idx = best_member_idx + best_params = self.pop_params[best_member_idx].cpu() + self.best_soln.data.copy_( + best_params * (1 - self.optim_ema) + self.optim_ema * self.best_soln.cpu() + ) + + def update(self, policy): + policy.set_trainable_params_values( + new_values=self.split_and_convert(self.best_soln) + ) + + def log_optim(self, metrics_to_log): + pass + + +class CEM(RandomShooting): + def __init__( + self, + policy, + gpu, + elite_ratio, + pop_size, + min_trainable_param, + max_trainable_param, + optim_ema=0, + re_eval_best=True, + use_loglikelihood_for_ties=False, + **kwargs, + ): + + RandomShooting.__init__( + self=self, + policy=policy, + gpu=gpu, + pop_size=pop_size, + min_trainable_param=min_trainable_param, + max_trainable_param=max_trainable_param, + optim_ema=optim_ema, + re_eval_best=re_eval_best, + use_loglikelihood_for_ties=use_loglikelihood_for_ties, + **kwargs, + ) + + self.elite_ratio = elite_ratio + self.num_elites = int(elite_ratio * pop_size) + self.dist_mean = nn.Parameter( + torch.detach_copy(self.best_soln), requires_grad=False + ).cpu() + init_stdev = ( + torch.ones([self.total_trainable_params]) * self.range_trainable_param / 2 + ) + self.dist_std = nn.Parameter(init_stdev, requires_grad=False).cpu() + + @torch.no_grad + def sample_new_params( + self, + ): + pop_values = ( + torch.randn(size=[self.pop_size, self.total_trainable_params]) + * self.dist_std + ) + self.dist_mean + pop_values = torch.clamp( + pop_values, + min=self.min_trainable_param, + max=self.max_trainable_param, + ) + if self.re_eval_best: + pop_values[0] = torch.detach_copy(self.best_soln) + + self.pop_params.data.copy_(pop_values) + + @torch.no_grad + def step_optimization( + self, + model_id, + model, + tokenizer, + policy, + task_loader, + batch_ix, + train_data, + train_eval, + base_params, + decomposed_params, + metrics_to_log, + vllm_model=None, + **kwargs, + ): + self.sample_new_params() + perf_per_pop = [] + avg_log_likelihoods_per_pop = [] + for pop_idx in range(self.pop_size): + pop_idx_params = self.split_and_convert( + flat_params=self.pop_params[pop_idx] + ) + policy.set_trainable_params_values(new_values=pop_idx_params) + learnable_params = policy.get_learnable_params() + new_params = forward( + policy, model, base_params, decomposed_params, learnable_params + ) + + print("Loading weights and getting completions with VLLM") + load_hf_params_to_vllm(new_params, vllm_model.llm) + res = eval_model(vllm_model, train_eval, batch_ix) + if self.use_loglikelihood_for_ties: + print("Storing log likelihhods") + rewards = task_loader.get_rewards(res=res) + correct = [int(r > 0) for r in rewards] + correct_batch_ix = [i for i, c in zip(batch_ix, correct) if c] + if len(correct_batch_ix) > 0: + avg_log_likelihoods = [] + correct_prompts = [ + task_loader.get_prompt( + tokenizer, + train_data, + i, + model_id=model_id, + ) + for i in correct_batch_ix + ] + correct_outputs = [ + res.sample_details[j]["output"] + for j, c in enumerate(correct) + if c + ] + print("lalala, I am hitting the selected_log_probs!") + selected_log_probs_list = self.compute_logprobs( + model=model, + tokenizer=tokenizer, + prompts=correct_prompts, + generated_outputs=correct_outputs, + ) + for selected_log_probs in selected_log_probs_list: + avg_log_likelihood = selected_log_probs.mean(axis=-1) + avg_log_likelihoods.append(avg_log_likelihood.item()) + avg_log_likelihoods_per_pop.append(np.mean(avg_log_likelihoods)) + else: + avg_log_likelihoods_per_pop.append(0.0) + + perf = res.aggregate_metrics[task_loader.target_metric_train] + perf_per_pop.append(perf) + + perf_stats = get_mean_std_max_min_dict(array=perf_per_pop, prefix="pop_perf") + metrics_to_log.update(**perf_stats) + + if self.use_loglikelihood_for_ties: + perf_per_pop_array = np.array(perf_per_pop) + loglikelihood_array = np.array(avg_log_likelihoods_per_pop) + max_perf = perf_per_pop_array == np.max(perf_per_pop_array) + max_perf_idxs = np.flatnonzero(max_perf) + max_perf_logprobs = loglikelihood_array[max_perf_idxs] + best_logprob_idx = np.argmax(max_perf_logprobs) + best_member_idx = max_perf_idxs[best_logprob_idx] + logprobs_stats = get_mean_std_max_min_dict( + array=max_perf_logprobs, prefix="logprobs_correct" + ) + metrics_to_log.update(**logprobs_stats) + else: + best_member_idx = np.argmax(perf_per_pop) + elite_idxs = np.argpartition(perf_per_pop, -self.num_elites)[-self.num_elites :] + + elite_params = self.pop_params[elite_idxs] + elite_mean = torch.mean(elite_params, dim=0) + elite_std = torch.std(elite_params, dim=0) + self.best_idx = best_member_idx + best_params = self.pop_params[best_member_idx].cpu() + self.best_soln.data.copy_(best_params) + self.dist_mean.copy_( + elite_mean.cpu() * (1 - self.optim_ema) + + self.optim_ema * self.dist_mean.cpu() + ) + self.dist_std.copy_( + elite_std.cpu() * (1 - self.optim_ema) + + self.optim_ema * self.dist_std.cpu() + ) + + cem_mean_stats = get_mean_std_max_min_dict( + array=self.dist_mean.detach().cpu().numpy(), + prefix="cem_mean", + ) + metrics_to_log.update(**cem_mean_stats) + + cem_std_stats = get_mean_std_max_min_dict( + array=self.dist_std.detach().cpu().numpy(), + prefix="cem_std", + ) + metrics_to_log.update(**cem_std_stats) diff --git a/policy/__init__.py b/policy/__init__.py new file mode 100644 index 0000000..c6794af --- /dev/null +++ b/policy/__init__.py @@ -0,0 +1,2 @@ +from .base import Policy +from .weighted_combination import WeightedCombination diff --git a/policy/base.py b/policy/base.py new file mode 100644 index 0000000..cd3f17f --- /dev/null +++ b/policy/base.py @@ -0,0 +1,52 @@ +import torch +import torch.nn as nn + + +def get_soft_mask(n, fraction): + indices = torch.linspace(0, n - 1, n, dtype=torch.bfloat16) + 1 + scaled_indices = indices.to(fraction.device) - fraction * n + result = torch.clamp(scaled_indices, 0, 1) + return 1.0 - result + + +class Policy(nn.Module): + def __init__(self, base_params, gpu, init_val, max_mult=1, **kwargs): + # Create learnable parameters. + super().__init__() + self.learnable_params = {} + self.num_params = 0 + self.max_mult = max_mult + for k, v in base_params.items(): + # each param initialized with small gaussian noise + if "mlp" in k: + self.learnable_params[k] = torch.nn.Parameter( + data=( + torch.randn( + min(v.shape), + device=gpu, + dtype=torch.bfloat16, + ) + * 0.01 + + init_val + ), + requires_grad=True, + ) + self.num_params += self.learnable_params[k].numel() + print(f"#params={self.num_params}") + self.learnable_params_list = list(self.learnable_params.values()) + self.trainable_params = self.learnable_params_list + self.learnable_params_module_list = nn.ParameterList(self.learnable_params_list) + + def get_learnable_params(self, detach=False): + return self.learnable_params + + def set_trainable_params_values(self, new_values): + with torch.no_grad(): + for p, v in zip(self.trainable_params, new_values): + p.data.copy_(v) + + def get_mask(self, p): + return torch.sigmoid(p).to(torch.bfloat16) * self.max_mult + + def record_state(self, metrics_to_log): + pass diff --git a/policy/weighted_combination.py b/policy/weighted_combination.py new file mode 100644 index 0000000..4010bf8 --- /dev/null +++ b/policy/weighted_combination.py @@ -0,0 +1,138 @@ +from typing import Dict, List, Optional, Union + +import hydra +import torch +import torch.nn as nn +from omegaconf import DictConfig + +from .base import Policy + + +class WeightedCombination(Policy): + def __init__( + self, + base_params, + decomposed_params, + base_policy_cfg: Optional[Union[DictConfig, int]], + params_paths: List[str], + gpu, + norm_coeffs, + per_layer, + init_values: Optional[List[float]] = None, + **kwargs, + ): + # Create learnable parameters. + nn.Module.__init__(self=self) + weights_dict_list: List[Dict[str, torch.Tensor]] = [] + if base_policy_cfg is None: + base_policy = Policy(base_params=base_params, gpu=gpu, init_val=0) + elif isinstance(base_policy_cfg, DictConfig): + base_policy: Policy = hydra.utils.instantiate( + base_policy_cfg, + base_params=base_params, + decomposed_params=decomposed_params, + gpu=gpu, + ) + else: + raise NotImplementedError + + with torch.no_grad(): + for i, load_ckpt in enumerate(params_paths): + print(f"Loading checkpoint {i} at {load_ckpt}...") + if "learnable_params" in load_ckpt: + learnable_params = torch.load(load_ckpt) + else: + state_dict = torch.load(load_ckpt, weights_only=True) + base_policy.load_state_dict(state_dict=state_dict) + learnable_params = base_policy.get_learnable_params() + weights_dict_list.append( + {k: torch.detach_copy(p) for k, p in learnable_params.items()} + ) + + self.num_weights_dict = len(weights_dict_list) + + self.num_params_per_weight_dict = 0 + for _ in weights_dict_list[0]: + self.num_params_per_weight_dict += 1 + + self.num_params = self.num_weights_dict * self.num_params_per_weight_dict + if init_values is None: + init_values = torch.Tensor( + [1 / self.num_weights_dict for _ in range(self.num_weights_dict)] + ) + else: + assert len(init_values) == self.num_weights_dict + init_values = torch.Tensor(init_values) + self.learned_params_per_weight_dict = 1 + if per_layer: + self.learned_params_per_weight_dict = self.num_params_per_weight_dict + init_values = torch.stack( + [init_values for _ in range(self.learned_params_per_weight_dict)], dim=1 + ) + if norm_coeffs: + # Normalize across different weight idxs (for all layers) + init_values = init_values / torch.sum(init_values, axis=0) + + # Num weight idxs x learned params_per_weight_idx + self.adaptive_weights = torch.nn.Parameter( + data=init_values, + requires_grad=True, + ) + + self.parameter_keys = [] + self.original_params = {} + for k, v in weights_dict_list[0].items(): + self.parameter_keys.append(k) + self.original_params[k] = [] + for i, weight_dict in enumerate(weights_dict_list): + weight_tensor = self.get_mask(p=weight_dict[k]) + new_key = k.replace(".", "_") + self.register_buffer( + f"weights_{i}_k_{new_key}", + tensor=weight_tensor, + ) + self.original_params[k].append(weight_tensor.to(device=gpu)) + + self.norm = norm_coeffs + self.per_layer = per_layer + self.trainable_params = [self.adaptive_weights] + + def get_weight_to_combine(self, k, weights_dict_idx): + new_key = k.replace(".", "_") + return getattr(self, f"weights_{weights_dict_idx}_k_{new_key}") + + def get_coeff_per_layer(self): + if self.norm: + adaptive_weights = self.adaptive_weights / self.adaptive_weights.sum(0) + else: + adaptive_weights = self.adaptive_weights + weights_per_layer = adaptive_weights.expand( + [ + self.num_weights_dict, + self.num_params_per_weight_dict, + ] + ) + return weights_per_layer + + def get_learnable_params(self): + adaptive_coeff_per_layer = self.get_coeff_per_layer() + output_params = {} + for i, (k, vs) in enumerate(self.original_params.items()): + cs_coeff = adaptive_coeff_per_layer[:, i] + out = vs[0] * cs_coeff[0] + for j, other_v in enumerate(vs[1:]): + v_idx = j + 1 + out = out + other_v * cs_coeff[v_idx] + output_params[k] = out + return output_params + + def get_mask(self, p): + return p + + def record_state(self, metrics_to_log): + avg_weights = self.adaptive_weights.mean(-1).detach().cpu().numpy() + dict_to_log = { + f"adaptive_weight/mean_across_params_w{i}": w + for i, w in enumerate(avg_weights.tolist()) + } + metrics_to_log.update(**dict_to_log) diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..217072f --- /dev/null +++ b/requirements.txt @@ -0,0 +1,22 @@ +accelerate==0.27.2 +datasets==2.14.6 +einops==0.7.0 +evaluate==0.4.1 +fasttext==0.9.2 +pandas==2.1.2 +Pillow==10.1.0 +torch==2.3.1 +torchvision==0.18.1 +tornado==6.4 +tqdm==4.66.1 +traitlets==5.13.0 +transformers==4.43.1 +trl==0.8.6 +vllm==0.5.3.post1 +hydra-core==1.3.2 +evalplus @ git+https://github.com/evalplus/evalplus@1895d2f6aa8895044a7cf69defc24bd57695e885 +peft +fire +matplotlib +wandb + diff --git a/scripts/eval_few_shot.sh b/scripts/eval_few_shot.sh new file mode 100644 index 0000000..8344606 --- /dev/null +++ b/scripts/eval_few_shot.sh @@ -0,0 +1,23 @@ +# !/bin/bash + +# Prerequisites: +# - Ensure reference_params_results path is set in cfgs/base_model/*.yaml + +# Task Selection +TASK="few_shot_math" # Available options: few_shot_arc_challenge, few_shot_humaneval + +# Evaluation Setting +PER_LAYER=true +NORM_COEFFS=false + +# Start evaluation! +python svd_reinforce_hydra.py \ + base_model@_global_=llama3i8b \ + optimization@_global_=cem \ + policy@_global_=wcomb \ + use_loglikelihood_for_ties=true \ + per_layer=$PER_LAYER \ + task@_global_=$TASK \ + norm_coeffs=$NORM_COEFFS \ + wandb_log=true \ + num_iters=50 \ No newline at end of file diff --git a/scripts/eval_prompt_based.sh b/scripts/eval_prompt_based.sh new file mode 100644 index 0000000..f4d33dc --- /dev/null +++ b/scripts/eval_prompt_based.sh @@ -0,0 +1,25 @@ +#!/bin/bash + +# Task Selection +TASK="ai2_arc" # Available options: mbpp, math, ai2_arc + +# First Stage Inference: Classification Expert +# Set to 'None' if not using cls expert +CLS_EXPERT_PATH="None" + +# Second Stage: Expert Models +# Replace these paths with your actual model paths +CODE_EXPERT_PATH="your_path_to_code_expert" +MATH_EXPERT_PATH="your_path_to_math_expert" +REASONING_EXPERT_PATH="your_path_to_reasoning_expert" + +# Start evaluation! +python svd_reinforce_hydra.py \ + base_model@_global_=llama3i8b \ + task@_global_=$TASK \ + mode@_global_=eval \ + prompt_based_eval=True \ + experts_path_dict.code=$CODE_EXPERT_PATH \ + experts_path_dict.math=$MATH_EXPERT_PATH \ + experts_path_dict.reasoning=$REASONING_EXPERT_PATH \ + load_ckpt=$CLS_EXPERT_PATH \ No newline at end of file diff --git a/scripts/train_task_expert.sh b/scripts/train_task_expert.sh new file mode 100644 index 0000000..3c95836 --- /dev/null +++ b/scripts/train_task_expert.sh @@ -0,0 +1,13 @@ +# !/bin/bash + +# Task Selection +TASK="ai2_arc" # Available options: mbpp, math, ai2_arc + +# Training Setting +NUM_ITERS=200 + +python svd_reinforce_hydra.py \ + base_model@_global_=llama3i8b \ + task@_global_=$TASK \ + mode@_global_=training \ + num_iters=$NUM_ITERS \ No newline at end of file diff --git a/svd_reinforce_hydra.py b/svd_reinforce_hydra.py new file mode 100644 index 0000000..f9e45a2 --- /dev/null +++ b/svd_reinforce_hydra.py @@ -0,0 +1,426 @@ +import gc +import json +import os +from datetime import datetime +from typing import Dict + +import hydra +import numpy as np +import torch +from omegaconf import OmegaConf +from transformers import AutoModelForCausalLM, AutoTokenizer + +from base_model import BaseModel +from logging_utils import Metrics, get_mean_std_max_min_dict +from optim_modules import OptimizationAlgorithm +from policy import Policy +from tasks import Task +from utils import (eval_model, eval_model_experts_prompt_based, forward, + load_hf_params_to_vllm) + + +def wandb_init(cfg, run_name: str, group_name: str, log_dir: str): + import wandb + + config_dict = OmegaConf.to_container( + cfg, + resolve=True, + throw_on_missing=False, + ) + config_dict["log_dir"] = log_dir + config_dict["wandb_run_name"] = run_name + config_dict["wandb_group_name"] = group_name + + # wandb has a 128-size character limit on the group name + wandb.init( + project=cfg.wandb_project, + group=group_name[:127], + name=run_name[:127], + config=config_dict, + ) + return wandb + + +@hydra.main(version_base=None, config_path="cfgs", config_name="config") +def main(cfg): + """Main function.""" + + num_iters = cfg.num_iters + test_interval = cfg.test_interval + + batch_size = cfg.batch_size + seed = cfg.seed + policy_name = cfg.policy_name + test_only = cfg.test_only + save_legacy_params = cfg.save_legacy_params + exp_name = cfg.exp_name + run_name = cfg.run_name + + task_name = cfg.task_name + + load_ckpt = cfg.load_ckpt + use_lora = cfg.use_lora + prompt_based_eval = cfg.prompt_based_eval + experts_path_dict = cfg.experts_path_dict + + resuming_from_ckpt = False + if load_ckpt is not None: + if load_ckpt == "scratch" or load_ckpt == "base": + resuming_from_ckpt = False + else: + resuming_from_ckpt = True + + # Create task + task_loader: Task = hydra.utils.instantiate(cfg.task_loader) + + base_model: BaseModel = hydra.utils.instantiate(cfg.base_model) + + model_id = base_model.get_model_id() + decomposed_param_file = base_model.get_param_file(param_folder_path="") + + extract_svd = cfg.extract_svd or (not os.path.exists(decomposed_param_file)) + + has_training_split = task_loader.has_training_split + has_transfer_split = task_loader.has_transfer_split + + if not has_training_split: + assert test_only, "Cannot train on a task with no training split" + + if exp_name is None: + exp_name = "temp" + + metrics_to_log = Metrics() + + # Create log dir. + if run_name is None: + now = datetime.now() + run_name = now.strftime("%Y%m%d-%H%M%S") + if test_only and (not resuming_from_ckpt): + log_dir = f"{cfg.out_dir}/{task_name}/{cfg.base_model_name}_base" + group_name = cfg.base_model_name + else: + log_dir = f"{cfg.out_dir}/{task_name}/{policy_name}/{exp_name}/{run_name}" + group_name = cfg.wandb_group_name + os.makedirs(log_dir, exist_ok=True) + + vllm_model = task_loader.get_vllm_model(model_id=model_id) + + train_eval, *test_evals = task_loader.get_evaluator() + if task_loader.has_transfer_split: + test_eval, transfer_eval = test_evals + else: + test_eval = test_evals[0] + + train_data, train_ix, valid_ix = task_loader.get_train_data() + gpu = torch.device("cuda:1") + np_random = np.random.RandomState(seed) + + # cpu + float32 for initial SVD decomposition + if extract_svd: + model = AutoModelForCausalLM.from_pretrained( + model_id, device_map="cpu", torch_dtype=torch.float32 + ) + else: + # Load model and tokenizer. + model = AutoModelForCausalLM.from_pretrained( + model_id, device_map="cuda:1", torch_dtype=torch.bfloat16 + ) + tokenizer = AutoTokenizer.from_pretrained(model_id) + base_params = model.state_dict() + + original_model_params = { + k: v.clone().detach().cpu() for k, v in base_params.items() if "mlp" in k + } + + # Load decomposed parameters. + if not os.path.exists(decomposed_param_file): + print("Decomposed params not found. Decomposing...") + decomposed_params = {} + for k, v in base_params.items(): + if "norm" not in k: + print(k) + U, S, V = torch.svd(v) + decomposed_params[f"{k}.U"] = U + decomposed_params[f"{k}.S"] = S + decomposed_params[f"{k}.V"] = V + torch.save(decomposed_params, decomposed_param_file) + print("successfully decomposed model - returning") + return + elif extract_svd: + print(f"ERROR: SVD file already exists at {decomposed_param_file}") + else: + print("Decomposed params found. Loading...") + assert not extract_svd + decomposed_params = torch.load(decomposed_param_file) + for k, v in decomposed_params.items(): + decomposed_params[k] = v.to(torch.bfloat16).to(gpu) + + if cfg.wandb_log: + wandb = wandb_init( + cfg=cfg, group_name=group_name, run_name=run_name, log_dir=log_dir + ) + + policy: Policy = hydra.utils.instantiate( + cfg.shakeoff_policy, + base_params=base_params, + decomposed_params=decomposed_params, + gpu=gpu, + ) + + optimization_algorithm: OptimizationAlgorithm = hydra.utils.instantiate( + cfg.optimization_algorithm, + policy=policy, + gpu=gpu, + ) + + if resuming_from_ckpt: + print(f"Starting from checkpoint at: {load_ckpt}") + # load the lora weight + if use_lora: + assert os.path.isdir(load_ckpt), "ckpt for lora must be dir to lora adapter" + from peft import PeftModel + + lora_model = PeftModel.from_pretrained(model, load_ckpt) + merged_model = lora_model.merge_and_unload() + new_params = merged_model.state_dict() + # load svd expert + elif "learnable_params" in load_ckpt: + learnable_params = torch.load(load_ckpt) + for k, v in learnable_params.items(): + learnable_params[k] = v.to(gpu) + assert test_only + new_params = forward( + policy, model, base_params, decomposed_params, learnable_params + ) + else: + state_dict = torch.load(load_ckpt, weights_only=True) + policy.load_state_dict(state_dict=state_dict) + if test_only: + learnable_params = policy.get_learnable_params() + new_params = forward( + policy, model, base_params, decomposed_params, learnable_params + ) + load_hf_params_to_vllm(new_params, vllm_model.llm) + else: + print(f"Starting from the base model as load_ckpt=={load_ckpt}") + + model.eval() + + # Prompt-based and cls dispatcher evaluation. + if test_only and prompt_based_eval: + test_data_dict = eval_model_experts_prompt_based( + vllm_model, + test_eval, + experts_path_dict, + policy, + model, + base_params, + decomposed_params, + task_loader.target_metric_test, + ) + test_data_dict["type"] = "test" + # Log the results. + if cfg.wandb_log: + wandb.log(test_data_dict) + with open(f"{log_dir}/eval_results.json", "w") as f: + json.dump(test_data_dict, f, indent=4) + print(f"Test evaluation results: {test_data_dict}") + + # Eval the transfer set if available + if has_transfer_split: + transfer_data_dict = eval_model_experts_prompt_based( + vllm_model, + transfer_eval, + experts_path_dict, + policy, + model, + base_params, + decomposed_params, + task_loader.target_metric_transfer, + ) + transfer_data_dict["type"] = "transfer" + # Log the results. + if cfg.wandb_log: + wandb.log(transfer_data_dict) + with open(f"{log_dir}/eval_results.json", "w") as f: + json.dump(transfer_data_dict, f, indent=4) + print(f"Transfer evaluation results: {transfer_data_dict}") + + return + + # Non-adaptive evaluation on train, val, test set. + if test_only and not prompt_based_eval: + data_dict = {} + details_dict = {} + if has_training_split: + train_res = eval_model(vllm_model, train_eval, train_ix) + valid_res = eval_model(vllm_model, train_eval, valid_ix) + data_dict["train_acc"] = train_res.aggregate_metrics[ + task_loader.target_metric_train + ] + data_dict["valid_acc"] = valid_res.aggregate_metrics[ + task_loader.target_metric_valid + ] + details_dict["train"] = train_res.sample_details + details_dict["valid"] = valid_res.sample_details + test_res = eval_model(vllm_model, test_eval) + data_dict["test_acc"] = test_res.aggregate_metrics[ + task_loader.target_metric_test + ] + details_dict["test"] = test_res.sample_details + if has_transfer_split: + transfer_res = eval_model(vllm_model, transfer_eval) + data_dict["transfer_acc"] = transfer_res.aggregate_metrics[ + task_loader.target_metric_transfer + ] + details_dict["transfer"] = transfer_res.sample_details + if cfg.wandb_log: + wandb.log(data_dict) + with open(f"{log_dir}/eval_results.json", "w") as f: + json.dump(data_dict, f, indent=4) + print(f"Evaluation results: {data_dict}") + return + + learnable_params = policy.get_learnable_params() + for k in learnable_params: + model.get_parameter(k).requires_grad_(True) + + # Training loop. + if batch_size is None: + clipped_batch_size = len(list(train_ix)) + else: + clipped_batch_size = min(batch_size, len(list(train_ix))) + best_val_acc = 0.0 + test_at_best = 0.0 + transfer_at_best = 0.0 + for i in range(num_iters): + + batch_ix = np_random.choice(train_ix, size=clipped_batch_size, replace=False) + + optimization_algorithm.step_optimization( + model_id=model_id, + model=model, + tokenizer=tokenizer, + policy=policy, + task_loader=task_loader, + batch_ix=batch_ix, + train_data=train_data, + train_eval=train_eval, + base_params=base_params, + decomposed_params=decomposed_params, + original_model_params=original_model_params, + metrics_to_log=metrics_to_log, + vllm_model=vllm_model, + ) + + with torch.no_grad(): + lists_to_log = {} + grads = [p.grad for p in policy.trainable_params] + if grads[0] is not None: + grad_mean = [g.mean().item() for g in grads] + grad_mags = [torch.linalg.vector_norm(g).item() for g in grads] + lists_to_log["grad_mean"] = grad_mean + lists_to_log["grad_mags"] = grad_mags + + param_mags = [ + torch.linalg.vector_norm(p).item() for p in policy.trainable_params + ] + lists_to_log["policy_param_mag"] = param_mags + + generated_params_list = list(learnable_params.values()) + + generated_param_mean = [p.mean().item() for p in generated_params_list] + generated_param_mags = [ + torch.linalg.vector_norm(p).item() for p in generated_params_list + ] + lists_to_log["generated_param_mean"] = generated_param_mean + lists_to_log["generated_param_mags"] = generated_param_mags + + list_stats = {} + for k, v in lists_to_log.items(): + list_stats.update(get_mean_std_max_min_dict(array=v, prefix=k)) + metrics_to_log.update(**list_stats) + + optimization_algorithm.update(policy=policy) + + # Make sure old params are deleted and garbage-collected + gc.collect() + torch.cuda.empty_cache() + model.zero_grad() + + # More accurate logging. + value_mean = list_stats.get("generated_param_mean/mean", None) + grad_mean_mag = list_stats.get("grad_mags/mean", None) + print( + f"Iter {i}: " + + f"param_mean={value_mean}, " + + f"grad_mean_mag={grad_mean_mag}" + ) + optimization_algorithm.log_optim(metrics_to_log=metrics_to_log) + + # Test and save. + if i % test_interval == 0: + learnable_params = policy.get_learnable_params() + forward(policy, model, base_params, decomposed_params, learnable_params) + load_hf_params_to_vllm(model.state_dict(), vllm_model.llm) + + train_res = eval_model(vllm_model, train_eval, train_ix) + valid_res = eval_model(vllm_model, train_eval, valid_ix) + test_res = eval_model(vllm_model, test_eval) + if has_transfer_split: + transfer_res = eval_model(vllm_model, transfer_eval) + if ( + valid_res.aggregate_metrics[task_loader.target_metric_valid] + > best_val_acc + ): + best_val_acc = valid_res.aggregate_metrics[ + task_loader.target_metric_valid + ] + test_at_best = test_res.aggregate_metrics[ + task_loader.target_metric_test + ] + if has_transfer_split: + transfer_at_best = transfer_res.aggregate_metrics[ + task_loader.target_metric_transfer + ] + print("best_val_acc updated") + path = f"{log_dir}/policy_params.pt" + torch.save(policy.state_dict(), path) + if save_legacy_params: + torch.save(learnable_params, f"{log_dir}/learnable_params.pt") + + path = f"{log_dir}/policy_params_latest.pt" + torch.save(policy.state_dict(), path) + if save_legacy_params: + torch.save(learnable_params, f"{log_dir}/learnable_params_latest.pt") + + policy.record_state(metrics_to_log=metrics_to_log) + data_dict = { + "iter": i, + "best_val_acc": best_val_acc, + "test_at_best_val": test_at_best, + "train_acc": train_res.aggregate_metrics[ + task_loader.target_metric_train + ], + "valid_acc": valid_res.aggregate_metrics[ + task_loader.target_metric_valid + ], + "test_acc": test_res.aggregate_metrics[task_loader.target_metric_test], + **metrics_to_log.get(), + } + if has_transfer_split: + data_dict["transfer_acc"] = transfer_res.aggregate_metrics[ + task_loader.target_metric_transfer + ] + data_dict["transfer_at_best_val"] = transfer_at_best + if cfg.wandb_log: + wandb.log(data_dict) + with open(f"{log_dir}/reinforce_log.json", "a") as f: + json_data = json.dumps(data_dict, indent=4) + f.write(json_data) + f.write("\n") + metrics_to_log.reset() + + +if __name__ == "__main__": + main() diff --git a/tasks/__init__.py b/tasks/__init__.py new file mode 100644 index 0000000..79f2349 --- /dev/null +++ b/tasks/__init__.py @@ -0,0 +1,6 @@ +from .arc import AI2ArcTask +from .base import FewShotTask, Task +from .cls import ClsTask +from .gsm8k import Gsm8kTask +from .math import MathTask +from .mbpp2 import Mbpp2Task diff --git a/tasks/arc.py b/tasks/arc.py new file mode 100644 index 0000000..b7097cc --- /dev/null +++ b/tasks/arc.py @@ -0,0 +1,145 @@ +import fishfarm +import vllm +from datasets import load_dataset +from fishfarm.models.vllm_model import VLLMModel +from fishfarm.tasks.ai2_arc import Ai2ArcSample, Ai2ArcTask + +from .base import LLAMA3_COT, Task, get_download_dir + +choices = ["A", "B", "C", "D", "E"] + + +class AI2ArcTask(Task): + def __init__( + self, + ): + self.model_to_template = { + "meta-llama/Meta-Llama-3-8B-Instruct": LLAMA3_COT, + "mistralai/Mistral-7B-Instruct-v0.3": None, + } + self.system_msg = ( + "The following are multiple choice questions (with answers). " + "Think step by step and then finish your answer " + 'with "the answer is (X)" where X is the correct letter choice.' + ) + self.target_metric_train = "acc" + self.target_metric_valid = self.target_metric_train + self.target_metric_test = self.target_metric_train + self.target_metric_transfer = self.target_metric_train + self.has_transfer_split = True + self.has_training_split = True + + def get_train_data( + self, + ): + train_eval, *test_evals = self.get_evaluator() + train_data = train_eval.samples + train_size = len(train_data) + train_ix = range(0, train_size, 2) + valid_ix = range(1, train_size, 2) + return train_data, train_ix, valid_ix + + def get_rewards(self, res): + rewards = [1.0 if x["correct"] else -1.0 for x in res.sample_details] + return rewards + + def get_evaluator( + self, + ): + res = [] + for split in ["train", "test"]: + dataset = load_dataset("allenai/ai2_arc", "ARC-Easy", split=split) + samples = [] + for sample in dataset: + options = [] + for opt in sample["choices"]["text"]: + options.append(opt) + # add options to the question + question = sample["question"] + "\n" + question += "Options:\n" + for i, opt in enumerate(options): + question += "{}. {}\n".format(choices[i], opt) + samples.append( + Ai2ArcSample( + question=question, + answer=sample["answerKey"], + options=options, + question_id=sample["id"], + ) + ) + res.append( + Ai2ArcTask( + samples=samples, + context_messages=[ + fishfarm.Message("system", self.system_msg), + ], + ) + ) + dataset = load_dataset("allenai/ai2_arc", "ARC-Challenge", split="test") + samples = [] + for sample in dataset: + options = [] + for opt in sample["choices"]["text"]: + options.append(opt) + # add options to the question + question = sample["question"] + "\n" + question += "Options:\n" + for i, opt in enumerate(options): + question += "{}. {}\n".format(choices[i], opt) + samples.append( + Ai2ArcSample( + question=question, + answer=sample["answerKey"], + options=options, + question_id=sample["id"], + ) + ) + res.append( + Ai2ArcTask( + samples=samples, + context_messages=[ + fishfarm.Message("system", self.system_msg), + ], + ) + ) + return tuple(res) + + def get_prompt(self, tokenizer, samples, ix, model_id): + chat_template = self.model_to_template[model_id] + context_msg = {"role": "system", "content": self.system_msg} + user_msg = {"role": "user", "content": samples[ix].question} + prompt = tokenizer.apply_chat_template( + conversation=[context_msg, user_msg], + chat_template=chat_template, + tokenize=False, + add_generation_prompt=True, + ) + return prompt + + def get_vllm_model(self, model_id) -> VLLMModel: + """Load a vLLM model.""" + model = vllm.LLM( + model_id, + max_model_len=1024, + gpu_memory_utilization=0.8, + enforce_eager=True, + dtype="bfloat16", + download_dir=get_download_dir(), + ) + chat_template = self.model_to_template[model_id] + # This may change with vLLM versions. + m = model.llm_engine.model_executor.driver_worker.model_runner.model + for _, param in m.named_parameters(): + param.requires_grad = False + vllm_model = VLLMModel( + model, + sampling_params=vllm.SamplingParams( + temperature=0, + top_p=1, + max_tokens=512, + stop=["Instruction:", "Instruction", "Response:", "Response"], + repetition_penalty=1.0, + ), + chat_template=chat_template, + ) + return vllm_model diff --git a/tasks/base.py b/tasks/base.py new file mode 100644 index 0000000..20730d6 --- /dev/null +++ b/tasks/base.py @@ -0,0 +1,180 @@ +import os +from abc import ABC, abstractmethod +from typing import Union + +import hydra +from omegaconf import DictConfig + +LLAMA3_COT = ( + "{% set loop_messages = messages %}" + "{% for message in loop_messages %}" + "{% set content = '<|start_header_id|>' + message['role'] + '<|end_header_id|>" + "\n\n'+ message['content'] | trim + '<|eot_id|>' %}" + "{% if loop.index0 == 0 %}{% set content = bos_token + content %}" + "{% endif %}" + "{{ content }}" + "{% endfor %}" + "{% if add_generation_prompt %}" + "{{ '<|start_header_id|>assistant<|end_header_id|>\n\n' + 'Let\\'s think step by step' }}" + "{% endif %}" +) + + +CODE_PROMPT = r""" +{% if messages[0]['role'] == 'system' %} + {% set loop_messages = messages[1:] %} + {% set system_message = messages[0]['content'].strip() + '\n\n' %} +{% else %} + {% set loop_messages = messages %} + {% set system_message = '' %} +{% endif %} + +{{ system_message }} +{% for message in loop_messages %} + {% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %} + {{ raise_exception( + 'Conversation roles must alternate user/assistant/user/assistant/...')}} + {% endif %} + + {% if message['role'] == 'user' %} + {{ '@@ Instruction:\n' + message['content'].strip() + '\n\n' }} + {% elif message['role'] == 'assistant' %} + {{ '@@ Response:\n' + message['content'].strip() }} + {% endif %} + + {% if loop.last and message['role'] == 'user' and add_generation_prompt %} + {{ '@@ Response:' }} + {% endif %} +{% endfor %} +""".replace( + " ", "" +).replace( + "\n", "" +) + + +def get_download_dir(): + if "HF_HOME" in os.environ: + return os.environ["HF_HOME"] + "/models" + else: + return os.path.expanduser("~") + "/.cache/huggingface/models" + + +class Task(ABC): + def __init__( + self, + ): + self.model_to_template = {} + self.system_msg = () + self.target_metric_train = None + self.target_metric_valid = self.target_metric_train + self.target_metric_test = self.target_metric_train + self.target_metric_transfer = None + self.has_transfer_split = True + self.has_training_split = True + + @abstractmethod + def get_train_data( + self, + ): + raise NotImplementedError + + @abstractmethod + def get_rewards(self, res): + raise NotImplementedError + + @abstractmethod + def get_evaluator( + self, + ): + raise NotImplementedError + + @abstractmethod + def get_prompt(self, tokenizer, samples, ix, model_id): + raise NotImplementedError + + @abstractmethod + def get_vllm_model(self, model_id): + raise NotImplementedError + + +class FewShotTask(Task): + def __init__( + self, + wrapped_task: Union[Task, DictConfig], + wrapped_split: str = "test", + shots=5, + seed=16, + ): + if isinstance(wrapped_task, Task): + self.wrapped_task: Task = wrapped_task + else: + self.wrapped_task: Task = hydra.utils.instantiate(wrapped_task) + + self.wrapped_split = wrapped_split + self.shots = shots + self.seed = seed + self.model_to_template = wrapped_task.model_to_template + self.system_msg = wrapped_task.system_msg + if wrapped_split == "train": + self.target_metric_train = wrapped_task.target_metric_train + self.target_metric_valid = wrapped_task.target_metric_train + self.target_metric_test = wrapped_task.target_metric_train + assert wrapped_task.has_training_split + elif wrapped_split == "test": + self.target_metric_train = wrapped_task.target_metric_test + self.target_metric_valid = wrapped_task.target_metric_test + self.target_metric_test = wrapped_task.target_metric_test + elif wrapped_split == "transfer": + self.target_metric_train = wrapped_task.target_metric_transfer + self.target_metric_valid = wrapped_task.target_metric_transfer + self.target_metric_test = wrapped_task.target_metric_transfer + assert wrapped_task.has_transfer_split + else: + raise NotImplementedError + self.target_metric_transfer = wrapped_task.target_metric_transfer + self.has_transfer_split = False + self.has_training_split = True + + def get_train_data( + self, + ): + train_eval, *test_evals = self.get_evaluator() + train_data = train_eval.samples + train_size = len(train_data) + total_ix = list(range(train_size)) + import random + + random.seed(self.seed) # fix random seed for reproducibility + random.shuffle(total_ix) + train_ix = total_ix[: self.shots] + valid_ix = total_ix[self.shots :] + return train_data, train_ix, valid_ix + + def get_rewards(self, res): + return self.wrapped_task.get_rewards(res=res) + + def get_evaluator( + self, + ): + evaluators = self.wrapped_task.get_evaluator() + if self.wrapped_split == "train": + target_eval = evaluators[0] + elif self.wrapped_split == "test": + target_eval = evaluators[1] + elif self.wrapped_split == "transfer": + target_eval = evaluators[2] + return target_eval, target_eval + + def get_prompt(self, tokenizer, samples, ix, model_id): + return self.wrapped_task.get_prompt( + tokenizer=tokenizer, + samples=samples, + ix=ix, + model_id=model_id, + ) + + def get_vllm_model(self, model_id): + return self.wrapped_task.get_vllm_model( + model_id=model_id, + ) diff --git a/tasks/cls.py b/tasks/cls.py new file mode 100644 index 0000000..80ccdbb --- /dev/null +++ b/tasks/cls.py @@ -0,0 +1,256 @@ +import re +from dataclasses import dataclass +from typing import Iterable, Tuple + +import datasets +import fishfarm +import vllm +from fishfarm.models.vllm_model import VLLMModel +from fishfarm.tasks.base import TaskResult +from fishfarm.tasks.evalplus import load_dataset + +from .base import Task, get_download_dir + + +def mean(iterable: Iterable[float]) -> float: + total, count = 0.0, 0 + for x in iterable: + total += x + count += 1 + return total / count + + +def extract_ans(text): + """Fetch the string within \\boxed{}.""" + match = re.search(r"\\boxed{([^}]*)}", text) + if match: + return match.group(1) # Return the content inside the \boxed{} + else: + return None # Return None if no match is found + + +@dataclass +class CategorySample: + question: str + label: str + + +class CategoryClassficiationTask(fishfarm.tasks.base.Task): + def __init__( + self, + samples, + context_messages, + ): + self.samples = list(samples) + self.context_messages = context_messages + + @property + def num_samples(self) -> int: + return len(self.samples) + + def evaluate( + self, + model, + sample_ids, + ): + if sample_ids is None: + sample_ids = range(len(self.samples)) + samples = [self.samples[sample_id] for sample_id in sample_ids] + + requests = [] + for sample in samples: + messages = list(self.context_messages) + messages.append(fishfarm.Message(role="user", content=sample.question)) + requests.append(fishfarm.models.GenerationRequest(messages=messages)) + + sample_details = [] + for sample, result in zip(samples, model.generate(requests)): + output = result.generation + prediction = extract_ans(output) + + sample_details.append( + dict( + question=sample.question, + label=sample.label, + output=output, + prediction=prediction, + correct=sample.label == prediction, + ) + ) + + aggregate_metrics = { + "acc": mean( + float(sd["correct"]) if isinstance(sd["correct"], (bool)) else 0.0 + for sd in sample_details + ) + } + return TaskResult( + aggregate_metrics=aggregate_metrics, sample_details=sample_details + ) + + +class ClsTask(Task): + def __init__(self): + self.model_to_template = { + "meta-llama/Meta-Llama-3-8B-Instruct": ( + "{% set loop_messages = messages %}" + "{% for message in loop_messages %}" + "{% set content = '<|start_header_id|>' + message['role'] + '<|end_header_id|>" + "\n\n'+ message['content'] | trim + '<|eot_id|>' %}" + "{% if loop.index0 == 0 %}{% set content = bos_token + content %}" + "{% endif %}" + "{{ content }}" + "{% endfor %}" + "{% if add_generation_prompt %}" + "{{ '<|start_header_id|>assistant<|end_header_id|>\n\n' }}" + "{% endif %}" + ), + "mistralai/Mistral-7B-Instruct-v0.3": None, + } + self.system_msg = """ + # Analyze the given question and classify it into one of four categories: 'code', 'math', 'reasoning' or 'other'. Follow these guidelines: + + 1. Code: Questions asking for programming solutions, functions, algorithms. Often includes specific programming terms, language syntax, or data structures. + 2. Math: Questions involving mathematical calculations, formulas, statistics. Often includes numbers, equations, or mathematical operations. + 3. Reasoning: Questions requiring logical thinking, application of scientific knowledge, or critical analysis of information. Often presents statements that need evaluation based on general understanding. + 4. Other: Questions not clearly fit into above categories. + + Instructions: + - Consider the primary focus, skills, and knowledge required to answer the question. + - If a question spans multiple categories, choose the most dominant one. + - Provide your final classification within \\boxed{} notation. Example: \\boxed{reasoning} + + Format your response as follows: + Classification: \\boxed{category} + """ + self.target_metric_train = "acc" + self.target_metric_valid = self.target_metric_train + self.target_metric_test = self.target_metric_train + self.target_metric_transfer = self.target_metric_train + self.has_transfer_split = False + self.has_training_split = True + self.num_samples_per_task = 400 # Hard code 400 samples per task + self.task_datasets = [ + datasets.load_dataset("gsm8k", "main", split="test"), + load_dataset(source_dataset="mbpp"), + datasets.load_dataset("allenai/ai2_arc", "ARC-Challenge", split="test"), + ] + self.train_samples, self.test_samples = self.build_samples() + + def split_samples(self, samples): + """Split samples into train and test sets with rate 4 : 1.""" + train_samples = [] + test_samples = [] + for i, sample in enumerate(samples): + if i % 5 < 4: + train_samples.append(sample) + else: + test_samples.append(sample) + return train_samples, test_samples + + def get_train_data(self=400): + train_ix = range(0, len(self.train_samples), 2) + valid_ix = range(1, len(self.train_samples), 2) + + return self.train_samples, train_ix, valid_ix + + def build_samples(self): + task_labels = ["math", "code", "reasoning"] + + samples = [] + choices = ["A", "B", "C", "D", "E"] + for dataset, label in zip(self.task_datasets, task_labels): + counter = 0 + for sample in dataset: + counter += 1 + if counter >= self.num_samples_per_task: + break + if label == "math": + samples.append( + CategorySample( + question=sample["question"], + label="math", + ) + ) + elif label == "code": + samples.append( + CategorySample( + question=sample.instruction, + label="code", + ) + ) + else: # reasoning + question = sample["question"] + "\n" + question += "Options:\n" + options = [] + for opt in sample["choices"]["text"]: + options.append(opt) + for i, opt in enumerate(options): + question += "{}. {}\n".format(choices[i], opt) + samples.append( + CategorySample( + question=question, + label="reasoning", + ) + ) + + return self.split_samples(samples) + + def get_rewards(self, res): + rewards = [1.0 if x["correct"] else -1.0 for x in res.sample_details] + return rewards + + def get_evaluator(self) -> Tuple: + # Build cls dataset here with training tasks. + res = [] + for samples in [self.train_samples, self.test_samples]: + res.append( + CategoryClassficiationTask( + samples=samples, + context_messages=[ + fishfarm.Message("system", self.system_msg), + ], + ) + ) + + return tuple(res) + + def get_prompt(self, tokenizer, samples, ix, model_id): + chat_template = self.model_to_template[model_id] + context_msg = {"role": "system", "content": self.system_msg} + user_msg = {"role": "user", "content": samples[ix].question} + prompt = tokenizer.apply_chat_template( + conversation=[context_msg, user_msg], + chat_template=chat_template, + tokenize=False, + add_generation_prompt=True, + ) + return prompt + + def get_vllm_model(self, model_id) -> VLLMModel: + """Load a vLLM model.""" + model = vllm.LLM( + model_id, + max_model_len=2048, + gpu_memory_utilization=0.8, + enforce_eager=True, + dtype="bfloat16", + download_dir=get_download_dir(), + ) + chat_template = self.model_to_template[model_id] + # This may change with vLLM versions. + m = model.llm_engine.model_executor.driver_worker.model_runner.model + for _, param in m.named_parameters(): + param.requires_grad = False + vllm_model = VLLMModel( + model, + sampling_params=vllm.SamplingParams( + temperature=0, + top_p=1, + max_tokens=1024, + stop=["Instruction:", "Instruction", "Response:", "Response"], + repetition_penalty=1.0, + ), + chat_template=chat_template, + ) + return vllm_model diff --git a/tasks/gsm8k.py b/tasks/gsm8k.py new file mode 100644 index 0000000..5297a40 --- /dev/null +++ b/tasks/gsm8k.py @@ -0,0 +1,122 @@ +from typing import Tuple + +import fishfarm +import vllm +from datasets import load_dataset +from fishfarm.models.vllm_model import VLLMModel +from fishfarm.tasks.language_restricted_math import ( + LanguageRestrictedMathTask, MathSample, extract_answer_number) + +from .base import Task, get_download_dir + + +class Gsm8kTask(Task): + def __init__( + self, + ): + self.model_to_template = { + "meta-llama/Meta-Llama-3-8B-Instruct": ( + "{% set loop_messages = messages %}" + "{% for message in loop_messages %}" + "{% set content = '<|start_header_id|>' + message['role'] + '<|end_header_id|>" + "\n\n'+ message['content'] | trim + '<|eot_id|>' %}" + "{% if loop.index0 == 0 %}{% set content = bos_token + content %}" + "{% endif %}" + "{{ content }}" + "{% endfor %}" + "{% if add_generation_prompt %}" + "{{ '<|start_header_id|>assistant<|end_header_id|>\n\n' }}" + "{% endif %}" + ), + "mistralai/Mistral-7B-Instruct-v0.3": None, + } + self.system_msg = ( + "Below is an instruction that describes a task." + " Write a response that appropriately completes the request.\n\n" + ) + + self.target_metric_train = "acc" + self.target_metric_valid = self.target_metric_train + self.target_metric_test = self.target_metric_train + self.target_metric_transfer = self.target_metric_train + self.has_transfer_split = False + self.has_training_split = True + + def get_train_data( + self, + ): + train_data = load_dataset("gsm8k", "main", split="train") + train_size = len(train_data) + train_ix = range(0, train_size, 2) + valid_ix = range(1, train_size, 2) + return train_data, train_ix, valid_ix + + def get_rewards(self, res): + rewards = [1.0 if x["correct"] else -1.0 for x in res.sample_details] + return rewards + + def get_evaluator(self) -> Tuple: + res = [] + for split in ["train", "test"]: + dataset = load_dataset("gsm8k", "main", split=split) + samples = [] + for sample in dataset: + answer = sample["answer"] + answer = extract_answer_number(answer) + answer = int(answer) if answer is not None else None + samples.append( + MathSample( + problem=sample["question"], + answer=answer, + ) + ) + res.append( + LanguageRestrictedMathTask( + samples=samples, + context_messages=[ + fishfarm.Message("system", self.system_msg), + ], + languages=[], + ) + ) + return tuple(res) + + def get_prompt(self, tokenizer, samples, ix, model_id): + chat_template = self.model_to_template[model_id] + context_msg = {"role": "system", "content": self.system_msg} + user_msg = {"role": "user", "content": samples["question"][ix]} + prompt = tokenizer.apply_chat_template( + conversation=[context_msg, user_msg], + chat_template=chat_template, + tokenize=False, + add_generation_prompt=True, + ) + return prompt + + def get_vllm_model(self, model_id) -> VLLMModel: + """Load a vLLM model.""" + model = vllm.LLM( + model_id, + max_model_len=1024, + gpu_memory_utilization=0.8, + enforce_eager=True, + dtype="bfloat16", + download_dir=get_download_dir(), + ) + chat_template = self.model_to_template[model_id] + # This may change with vLLM versions. + m = model.llm_engine.model_executor.driver_worker.model_runner.model + for _, param in m.named_parameters(): + param.requires_grad = False + vllm_model = VLLMModel( + model, + sampling_params=vllm.SamplingParams( + temperature=0, + top_p=1, + max_tokens=512, + stop=["Instruction:", "Instruction", "Response:", "Response"], + repetition_penalty=1.0, + ), + chat_template=chat_template, + ) + return vllm_model diff --git a/tasks/math.py b/tasks/math.py new file mode 100644 index 0000000..231de20 --- /dev/null +++ b/tasks/math.py @@ -0,0 +1,115 @@ +from typing import Tuple + +import fishfarm +import vllm +from datasets import load_dataset +from fishfarm.models.vllm_model import VLLMModel +from fishfarm.tasks.competation_math import (LatexFormatMathTask, MathSample, + last_boxed_only_string, + remove_boxed) + +from .base import Task, get_download_dir + + +class MathTask(Task): + def __init__(self): + self.model_to_template = { + "meta-llama/Meta-Llama-3-8B-Instruct": ( + "{% set loop_messages = messages %}" + "{% for message in loop_messages %}" + "{% set content = '<|start_header_id|>' + message['role'] + '<|end_header_id|>" + "\n\n'+ message['content'] | trim + '<|eot_id|>' %}" + "{% if loop.index0 == 0 %}{% set content = bos_token + content %}" + "{% endif %}" + "{{ content }}" + "{% endfor %}" + "{% if add_generation_prompt %}" + "{{ '<|start_header_id|>assistant<|end_header_id|>\n\n' }}" + "{% endif %}" + ), + "mistralai/Mistral-7B-Instruct-v0.3": None, + } + self.system_msg = ( + "Solve the question below by reasoning step by step," + "and put the final answer within \\boxed{}." + ) + + self.target_metric_train = "acc" + self.target_metric_valid = self.target_metric_train + self.target_metric_test = self.target_metric_train + self.target_metric_transfer = self.target_metric_train + self.has_transfer_split = False + self.has_training_split = False + + def get_train_data( + self, + ): + return None, None, None + + def get_rewards(self, res): + rewards = [1.0 if x["correct"] else -1.0 for x in res.sample_details] + return rewards + + def get_evaluator( + self, + ) -> Tuple: + res = [None] + dataset = load_dataset("hendrycks/competition_math", "main", split="test") + + samples = [] + for sample in dataset: + answer = remove_boxed(last_boxed_only_string((sample["solution"]))) + samples.append( + MathSample( + problem=sample["problem"], answer=answer, type=sample["type"] + ) + ) + + test_eval = LatexFormatMathTask( + samples=samples, + context_messages=[ + fishfarm.Message("system", self.system_msg), + ], + ) + res.append(test_eval) + return tuple(res) + + def get_prompt(self, tokenizer, samples, ix, model_id): + chat_template = self.model_to_template[model_id] + context_msg = {"role": "system", "content": self.system_msg} + user_msg = {"role": "user", "content": samples[ix].problem} + prompt = tokenizer.apply_chat_template( + conversation=[context_msg, user_msg], + chat_template=chat_template, + tokenize=False, + add_generation_prompt=True, + ) + return prompt + + def get_vllm_model(self, model_id) -> VLLMModel: + """Load a vLLM model.""" + model = vllm.LLM( + model_id, + max_model_len=2048, + gpu_memory_utilization=0.8, + enforce_eager=True, + dtype="bfloat16", + download_dir=get_download_dir(), + ) + chat_template = self.model_to_template[model_id] + # This may change with vLLM versions. + m = model.llm_engine.model_executor.driver_worker.model_runner.model + for _, param in m.named_parameters(): + param.requires_grad = False + vllm_model = VLLMModel( + model, + sampling_params=vllm.SamplingParams( + temperature=0, + top_p=1, + max_tokens=1024, + stop=["Instruction:", "Instruction", "Response:", "Response"], + repetition_penalty=1.0, + ), + chat_template=chat_template, + ) + return vllm_model diff --git a/tasks/mbpp2.py b/tasks/mbpp2.py new file mode 100644 index 0000000..a18a319 --- /dev/null +++ b/tasks/mbpp2.py @@ -0,0 +1,122 @@ +import fishfarm +import vllm +from fishfarm.models.vllm_model import VLLMModel +from fishfarm.tasks.evalplus import EvalplusTask, load_dataset + +from .base import CODE_PROMPT, Task, get_download_dir + + +class Mbpp2Task(Task): + def __init__( + self, + ): + self.model_to_template = { + "meta-llama/Meta-Llama-3-8B-Instruct": CODE_PROMPT, + "mistralai/Mistral-7B-Instruct-v0.3": CODE_PROMPT, + } + self.system_msg = ( + "You are an exceptionally intelligent coding assistant that " + " consistently delivers accurate and reliable responses to user " + "instructions." + ) + + self.target_metric_train = "mbpp_base_pass@1" + self.target_metric_valid = self.target_metric_train + self.target_metric_test = self.target_metric_train + self.target_metric_transfer = "humaneval_base_pass@1" + self.has_transfer_split = True + self.has_training_split = True + + def get_train_data( + self, + ): + train_eval, *test_evals = self.get_evaluator() + train_data = train_eval.samples + train_size = len(train_data) + total_ix = list(range(train_size)) + import random + + random.seed(16) # fix random seed for reproducibility + random.shuffle(total_ix) + train_ix = total_ix[:200] + valid_ix = total_ix[200:] + return train_data, train_ix, valid_ix + + def get_rewards(self, res): + rewards = [1.0 if x["base_correct"] == 1 else -1.0 for x in res.sample_details] + return rewards + + def get_evaluator( + self, + ): + res = [] + samples = load_dataset(source_dataset="mbpp") + res.append( + EvalplusTask( + samples[:300], + context_messages=[ + fishfarm.Message("system", self.system_msg), + ], + source_dataset="mbpp", + ) + ) + res.append( + EvalplusTask( + samples[300:], + context_messages=[ + fishfarm.Message("system", self.system_msg), + ], + source_dataset="mbpp", + ) + ) + samples = load_dataset(source_dataset="humaneval") + res.append( + EvalplusTask( + samples, + context_messages=[ + fishfarm.Message("system", self.system_msg), + ], + source_dataset="humaneval", + ) + ) + return tuple(res) + + def get_prompt(self, tokenizer, samples, ix, model_id): + chat_template = self.model_to_template[model_id] + context_msg = {"role": "system", "content": self.system_msg} + user_msg = {"role": "user", "content": samples[ix].instruction} + assistant_msg = {"role": "assistant", "content": samples[ix].response_prefix} + return tokenizer.apply_chat_template( + conversation=[context_msg, user_msg, assistant_msg], + chat_template=chat_template, + tokenize=False, + add_generation_prompt=True, + ) + + def get_vllm_model(self, model_id) -> VLLMModel: + """Load a vLLM model.""" + model = vllm.LLM( + model_id, + max_model_len=1024, + gpu_memory_utilization=0.8, + enforce_eager=True, + dtype="bfloat16", + download_dir=get_download_dir(), + ) + chat_template = self.model_to_template[model_id] + # This may change with vLLM versions. + m = model.llm_engine.model_executor.driver_worker.model_runner.model + for _, param in m.named_parameters(): + param.requires_grad = False + vllm_model = VLLMModel( + model, + sampling_params=vllm.SamplingParams( + temperature=0, + top_p=1, + max_tokens=512, + stop=["Instruction:", "Instruction", "Response:", "Response"], + repetition_penalty=1.0, + ), + chat_template=chat_template, + ) + return vllm_model diff --git a/utils.py b/utils.py new file mode 100644 index 0000000..15b3665 --- /dev/null +++ b/utils.py @@ -0,0 +1,288 @@ +import re +from copy import deepcopy +from typing import Dict, Optional + +import fishfarm +import torch +import torch.utils +import vllm + + +def load_hf_params_to_vllm(param: Dict, llm: vllm.LLM) -> None: + """Load weights from HF transformer model to vLLM model.""" + + model = llm.llm_engine.model_executor.driver_worker.model_runner.model + num_layers = model.config.num_hidden_layers + + # Load embeddings layer weights. + model_param = model.get_parameter("model.embed_tokens.weight") + model_param.copy_( + param["model.embed_tokens.weight"][: model_param.shape[0]] + .to(model_param.dtype) + .to(model_param.device) + ) + model_param = model.get_parameter("lm_head.weight") + model_param.copy_( + param["lm_head.weight"][: model_param.shape[0]] + .to(model_param.dtype) + .to(model_param.device) + ) + + # Load the final layernorm weights. + model_param = model.get_parameter("model.norm.weight") + model_param.copy_( + param["model.norm.weight"].to(model_param.dtype).to(model_param.device) + ) + + for i in range(num_layers): + # Load qkv_proj weights. + model_param = model.get_parameter(f"model.layers.{i}.self_attn.qkv_proj.weight") + model_param.copy_( + torch.cat( + [ + param[f"model.layers.{i}.self_attn.q_proj.weight"], + param[f"model.layers.{i}.self_attn.k_proj.weight"], + param[f"model.layers.{i}.self_attn.v_proj.weight"], + ], + dim=0, + ) + .to(model_param.dtype) + .to(model_param.device) + ) + # Load gate_up_proj weights. + model_param = model.get_parameter(f"model.layers.{i}.mlp.gate_up_proj.weight") + model_param.copy_( + torch.cat( + [ + param[f"model.layers.{i}.mlp.gate_proj.weight"], + param[f"model.layers.{i}.mlp.up_proj.weight"], + ], + dim=0, + ) + .to(model_param.dtype) + .to(model_param.device) + ) + # Load o_proj and down_proj weights. + model_param = model.get_parameter(f"model.layers.{i}.self_attn.o_proj.weight") + model_param.copy_( + param[f"model.layers.{i}.self_attn.o_proj.weight"] + .to(model_param.dtype) + .to(model_param.device) + ) + model_param = model.get_parameter(f"model.layers.{i}.mlp.down_proj.weight") + model_param.copy_( + param[f"model.layers.{i}.mlp.down_proj.weight"] + .to(model_param.dtype) + .to(model_param.device) + ) + # Load layer_norm weights. + model_param = model.get_parameter(f"model.layers.{i}.input_layernorm.weight") + model_param.copy_( + param[f"model.layers.{i}.input_layernorm.weight"] + .to(model_param.dtype) + .to(model_param.device) + ) + model_param = model.get_parameter( + f"model.layers.{i}.post_attention_layernorm.weight" + ) + model_param.copy_( + param[f"model.layers.{i}.post_attention_layernorm.weight"] + .to(model_param.dtype) + .to(model_param.device) + ) + + +def eval_model(vllm_model, evaluator, ix=None): + result = evaluator.evaluate(vllm_model, sample_ids=ix) + return result + + +def compose_new_params( + policy, + param_name, + decomposed_params, + learnable_params, +): + """Compose new parameters from decomposed parameters.""" + mm = policy.get_mask(learnable_params[param_name]) + return ( + decomposed_params[f"{param_name}.U"] + @ torch.diag_embed(decomposed_params[f"{param_name}.S"] * mm) + @ decomposed_params[f"{param_name}.V"].T + ) * ( + decomposed_params[f"{param_name}.S"].sum() + / (decomposed_params[f"{param_name}.S"] * mm).sum() + ) + + +@torch.no_grad() +def forward(policy, model, base_params, decomposed_params, learnable_params): + """Forward pass.""" + new_params = {} + for k in base_params: + if "mlp" in k: + new_params[k] = compose_new_params( + policy, k, decomposed_params, learnable_params + ) + model.get_parameter(k).copy_(new_params[k]) + else: + new_params[k] = base_params[k] + return new_params + + +@torch.no_grad() +def load_base_params( + model, + base_params, +): + for k in base_params: + if "mlp" in k: + model.get_parameter(k).copy_(base_params[k].cuda()) + + +def backward( + policy, + model, + base_params, + decomposed_params, + learnable_params, +): + """Backward pass.""" + keys_to_backprop = [k for k in base_params if "mlp" in k] + last_key = keys_to_backprop[-1] + for k in keys_to_backprop[:-1]: + compose_new_params(policy, k, decomposed_params, learnable_params).backward( + model.get_parameter(k).grad, retain_graph=True + ) + # release graph + compose_new_params(policy, last_key, decomposed_params, learnable_params).backward( + model.get_parameter(last_key).grad, retain_graph=False + ) + + +def classify_samples(vllm_model, test_eval): + """Classify samples.""" + + CLASSIFICATION_PROMPT = """ + # Analyze the given question and classify it into one of four categories: 'code', 'math', 'reasoning' or 'other'. Follow these guidelines: + + 1. Code: Questions asking for programming solutions, functions, algorithms. Often includes specific programming terms, language syntax, or data structures. + 2. Math: Questions involving mathematical calculations, formulas, statistics. Often includes numbers, equations, or mathematical operations. + 3. Reasoning: Questions requiring logical thinking, application of scientific knowledge, or critical analysis of information. Often presents statements that need evaluation based on general understanding. + 4. Other: Questions not clearly fit into above categories. + + Instructions: + - Consider the primary focus, skills, and knowledge required to answer the question. + - If a question spans multiple categories, choose the most dominant one. + - Provide your final classification within \\boxed{} notation. Example: \\boxed{reasoning} + + Format your response as follows: + Classification: \\boxed{category} + """ + + def extract_classification(text: str) -> Optional[str]: + """ + Extract the classification from the model's output using regex. + """ + match = re.search(r"\\boxed{([^}]*)}", text) + return match.group(1) if match else None + + # Identify the key in the samples that contains the problem text + problem_key = None + for key in ("problem", "question", "instruction"): + if ( + hasattr(test_eval.samples[0], key) + and getattr(test_eval.samples[0], key) is not None + ): + problem_key = key + break + assert problem_key is not None, "Could not find problem text in the samples" + + # Prepare classification requests + classification_requests = [ + fishfarm.models.GenerationRequest( + messages=[ + fishfarm.Message("system", CLASSIFICATION_PROMPT), + fishfarm.Message("user", getattr(sample, problem_key)), + ] + ) + for sample in test_eval.samples + ] + + # Generate classifications using the model + model_outputs = vllm_model.generate(classification_requests) + + # Process results and update samples + classified_samples = [] + for sample, result in zip(test_eval.samples, model_outputs): + prediction = extract_classification(result.generation) + if prediction not in ["code", "math", "reasoning"]: + prediction = "other" + sample.expert_label = prediction + classified_samples.append(sample) + + return classified_samples + + +def eval_model_experts_prompt_based( + vllm_model, + evaluator, + experts_path_dict, + policy, + model, + base_params, + decomposed_params, + task_metric, +): + """Evaluate the model using expert models and prompt-based classification.""" + results_by_expert: Dict[str, Dict] = {} + + # Classify all test samples + classified_samples = classify_samples(vllm_model, evaluator) + + # Evaluate samples for each expert model + for expert_label, expert_model_path in experts_path_dict.items(): + # Filter samples for current expert + expert_samples = [ + sample + for sample in classified_samples + if sample.expert_label == expert_label + ] + if not expert_samples: + continue + + # Update test evaluation with filtered samples + evaluator.samples = expert_samples + + # Load and apply expert model parameters if available + if expert_model_path: + expert_params = torch.load(expert_model_path) + updated_params = forward( + policy=policy, + model=model, + base_params=base_params, + decomposed_params=decomposed_params, + learnable_params=expert_params, + ) + load_hf_params_to_vllm(updated_params, vllm_model.llm) + + # Evaluate current expert model + evaluation_results = eval_model(vllm_model, evaluator) + + # Store results for current expert + results_by_expert[expert_label] = { + "num_samples": len(expert_samples), + "test_acc": evaluation_results.aggregate_metrics[task_metric], + } + + # Compute the overall accuracy. + data_dict = deepcopy(results_by_expert) + data_dict["final_test_acc"] = 0.0 + for label in results_by_expert.keys(): + data_dict["final_test_acc"] += ( + results_by_expert[label]["test_acc"] + * results_by_expert[label]["num_samples"] + ) + data_dict["final_test_acc"] /= len(classified_samples) + + return data_dict

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