From 90020b4b815d9d2ff91c42d61a7e89d51bba40fc Mon Sep 17 00:00:00 2001 From: Christoph Stumpf Date: Sun, 19 Jan 2025 16:12:55 +0100 Subject: [PATCH] Add support for DeepSeek models (#24) * Add support for DeepSeek models * Add evaluation results for DeepSeek V3 --- README.md | 3 +- docs/api/deepseek.md | 5 +++ docs/eval/eval-plot.png | Bin 147357 -> 144962 bytes docs/evaluation.md | 1 + docs/models.md | 5 +-- evaluation/README.md | 16 +++++++-- evaluation/evaluate.py | 8 +++++ evaluation/report.py | 13 +++++-- freeact/__init__.py | 1 + freeact/cli/__main__.py | 13 ++++++- freeact/model/__init__.py | 1 + freeact/model/deepseek/__init__.py | 0 freeact/model/deepseek/model.py | 56 +++++++++++++++++++++++++++++ 13 files changed, 112 insertions(+), 10 deletions(-) create mode 100644 docs/api/deepseek.md create mode 100644 freeact/model/deepseek/__init__.py create mode 100644 freeact/model/deepseek/model.py diff --git a/README.md b/README.md index 7fc03d4..21531ea 100644 --- a/README.md +++ b/README.md @@ -100,12 +100,13 @@ https://github.com/user-attachments/assets/83cec179-54dc-456c-b647-ea98ec99600b ## Evaluation -We [evaluated](evaluation) `freeact` using four state-of-the-art models: +We [evaluated](evaluation) `freeact` using five state-of-the-art models: - Claude 3.5 Sonnet (`claude-3-5-sonnet-20241022`) - Claude 3.5 Haiku (`claude-3-5-haiku-20241022`) - Gemini 2.0 Flash (`gemini-2.0-flash-exp`) - Qwen 2.5 Coder 32B Instruct (`qwen2p5-coder-32b-instruct`) +- DeepSeek V3 (`deepseek-v3`) The evaluation was performed on the [m-ric/agents_medium_benchmark_2](https://huggingface.co/datasets/m-ric/agents_medium_benchmark_2) dataset, developed by the [smolagents](https://github.com/huggingface/smolagents) team at 🤗 Hugging Face. 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Pre-generated outputs from our runs are available [here](https://github.com/user-attachments/files/18433107/evaluation-results-agents-2_medium_benchmark_2.zip). @@ -109,7 +118,8 @@ python evaluation/score.py \ --evaluation-dir output/evaluation/claude-3-5-sonnet-20241022 \ --evaluation-dir output/evaluation/claude-3-5-haiku-20241022 \ --evaluation-dir output/evaluation/gemini-2.0-flash-exp \ - --evaluation-dir output/evaluation/qwen2p5-coder-32b-instruct + --evaluation-dir output/evaluation/qwen2p5-coder-32b-instruct \ + --evaluation-dir output/evaluation/deepseek-v3 ``` Generate visualization and reports: diff --git a/evaluation/evaluate.py b/evaluation/evaluate.py index 46b03f4..4f2025f 100644 --- a/evaluation/evaluate.py +++ b/evaluation/evaluate.py @@ -20,6 +20,7 @@ CodeActModel, CodeActModelTurn, CodeExecution, + DeepSeek, Gemini, QwenCoder, execution_environment, @@ -241,6 +242,13 @@ async def run_agent( model_name=f"accounts/fireworks/models/{model_name}", skill_sources=skill_sources, ) + elif model_name == "deepseek-v3": + model = DeepSeek( + api_key=os.getenv("FIREWORKS_API_KEY"), + base_url="https://api.fireworks.ai/inference/v1", + model_name=f"accounts/fireworks/models/{model_name}", + skill_sources=skill_sources, + ) else: raise ValueError(f"Unknown model: {model_name}") diff --git a/evaluation/report.py b/evaluation/report.py index 2a625a3..92f0c27 100644 --- a/evaluation/report.py +++ b/evaluation/report.py @@ -1,5 +1,5 @@ from pathlib import Path -from typing import Annotated +from typing import Annotated, Literal import matplotlib.pyplot as plt import pandas as pd @@ -42,6 +42,7 @@ def performance( hue_order=["GAIA (exact_match)", "GSM8K (exact_match)", "SimpleQA (exact_match)", "SimpleQA (llm_as_judge)"], title=f"freeact performance on {benchmark_display_name}", output_file=output_dir / "eval-plot.png", + legend_location="top", ) print("Results:") @@ -63,6 +64,7 @@ def create_barplot( hue_order: list[str], title: str, output_file: Path, + legend_location: Literal["top", "right"] = "right", ): sns.set_style("whitegrid") plt.figure(figsize=figsize) @@ -82,8 +84,13 @@ def create_barplot( ax.set_ylabel("% Correct") ax.spines["top"].set_visible(False) - plt.title(title) - plt.legend(fontsize=10, bbox_to_anchor=(1.05, 0.5), loc="center left") + if legend_location == "top": + plt.title(title, pad=50) + plt.legend(fontsize=10, bbox_to_anchor=(0.5, 1.05), loc="center", ncol=2) + else: + plt.title(title) + plt.legend(fontsize=10, bbox_to_anchor=(1.05, 0.5), loc="center left") + plt.xticks(rotation=0, fontsize=8) if not output_file.parent.exists(): diff --git a/freeact/__init__.py b/freeact/__init__.py index 6654832..887ba40 100644 --- a/freeact/__init__.py +++ b/freeact/__init__.py @@ -6,6 +6,7 @@ CodeActModel, CodeActModelResponse, CodeActModelTurn, + DeepSeek, Gemini, GeminiLive, GeminiModelName, diff --git a/freeact/cli/__main__.py b/freeact/cli/__main__.py index df036c9..36ee650 100644 --- a/freeact/cli/__main__.py +++ b/freeact/cli/__main__.py @@ -6,7 +6,7 @@ from dotenv import load_dotenv from rich.console import Console -from freeact import Claude, CodeActAgent, CodeActModel, Gemini, QwenCoder, execution_environment +from freeact import Claude, CodeActAgent, CodeActModel, DeepSeek, Gemini, QwenCoder, execution_environment from freeact.cli.utils import read_file, stream_conversation app = typer.Typer() @@ -80,6 +80,17 @@ async def amain( "temperature": temperature, "max_tokens": max_tokens, } + elif "deepseek" in model_name.lower(): + model = DeepSeek( + model_name=model_name, + skill_sources=skill_sources, + api_key=api_key, + base_url=base_url, + ) + run_kwargs |= { + "temperature": temperature, + "max_tokens": max_tokens, + } else: typer.echo(f"Unsupported model: {model_name}", err=True) raise typer.Exit(code=1) diff --git a/freeact/model/__init__.py b/freeact/model/__init__.py index 4afe76f..d624619 100644 --- a/freeact/model/__init__.py +++ b/freeact/model/__init__.py @@ -1,5 +1,6 @@ from freeact.model.base import CodeActModel, CodeActModelResponse, CodeActModelTurn from freeact.model.claude.model import Claude, ClaudeModelName +from freeact.model.deepseek.model import DeepSeek from freeact.model.gemini.model.chat import Gemini, GeminiResponse from freeact.model.gemini.model.live import GeminiLive, GeminiModelName from freeact.model.generic.model import GenericModel diff --git a/freeact/model/deepseek/__init__.py b/freeact/model/deepseek/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/freeact/model/deepseek/model.py b/freeact/model/deepseek/model.py new file mode 100644 index 0000000..76e4ca3 --- /dev/null +++ b/freeact/model/deepseek/model.py @@ -0,0 +1,56 @@ +import os +from typing import Any, Dict + +from freeact.model.generic.model import GenericModel +from freeact.model.qwen.prompt import ( + EXECUTION_ERROR_TEMPLATE, + EXECUTION_OUTPUT_TEMPLATE, + SYSTEM_TEMPLATE, +) + + +class DeepSeek(GenericModel): + """A specialized implementation of `GenericModel` for DeepSeek's models. + + This class configures `GenericModel` specifically for use with DeepSeek V3 models + and uses the same prompt templates as Qwen 2.5 Coder. + It has been tested with *DeepSeek V3*. Smaller models + in this series may require adjustments to the prompt templates. + + Args: + model_name: The provider-specific name of the DeepSeek model to use. + api_key: Optional API key for DeepSeek. If not provided, reads from DEEPSEEK_API_KEY environment variable. + base_url: Optional base URL for the API. If not provided, reads from DEEPSEEK_BASE_URL environment variable. + skill_sources: Optional string containing Python skill module information to include in system template. + system_template: Prompt template for the system message that guides the model to generate code actions. + Must define a `{python_modules}` placeholder for the skill sources. + execution_output_template: Prompt template for formatting execution outputs. + Must define an `{execution_feedback}` placeholder. + execution_error_template: Prompt template for formatting execution errors. + Must define an `{execution_feedback}` placeholder. + run_kwargs: Defines the stopping conditions for the model. + **kwargs: Additional keyword arguments passed to the `GenericModel` constructor. + """ + + def __init__( + self, + model_name: str, + api_key: str | None = None, + base_url: str | None = None, + skill_sources: str | None = None, + system_template: str = SYSTEM_TEMPLATE, + execution_output_template: str = EXECUTION_OUTPUT_TEMPLATE, + execution_error_template: str = EXECUTION_ERROR_TEMPLATE, + run_kwargs: Dict[str, Any] | None = None, + **kwargs, + ): + super().__init__( + model_name=model_name, + api_key=api_key or os.getenv("DEEPSEEK_API_KEY"), + base_url=base_url or os.getenv("DEEPSEEK_BASE_URL"), + system_message=system_template.format(python_modules=skill_sources or ""), + execution_output_template=execution_output_template, + execution_error_template=execution_error_template, + run_kwargs=run_kwargs, + **kwargs, + )