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config.yaml
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InstructorFramework:
- name: "multilabel_classification"
n_runs: 10
init_kwargs:
prompt: "Classify the following text: {text}"
llm_model: "gpt-3.5-turbo-0125"
llm_model_family: "openai"
retries: 2
source_data_pickle_path: "data/multilabel_classification.pkl"
# sample_rows: 2
MirascopeFramework:
- name: "multilabel_classification"
n_runs: 10
init_kwargs:
prompt: "Classify the following text: {text}"
llm_model: "gpt-3.5-turbo-0125"
llm_model_family: "openai"
retries: 2
source_data_pickle_path: "data/multilabel_classification.pkl"
# sample_rows: 2
FructoseFramework:
- name: "multilabel_classification"
n_runs: 10
init_kwargs:
prompt: "Classify the following text: {text}"
llm_model: "gpt-3.5-turbo-0125"
llm_model_family: "openai"
retries: 0 # Fructose has no retry parameter
source_data_pickle_path: "data/multilabel_classification.pkl"
# sample_rows: 2
MarvinFramework:
- name: "multilabel_classification"
n_runs: 10
init_kwargs:
prompt: "Classify the following text: {text}"
llm_model: "gpt-3.5-turbo-0125"
llm_model_family: "openai"
retries: 0 # Marvin has no retry parameter
source_data_pickle_path: "data/multilabel_classification.pkl"
# sample_rows: 2
LlamaIndexFramework:
- name: "multilabel_classification"
n_runs: 10
init_kwargs:
prompt: "Classify the following text: {text}"
llm_model: "gpt-3.5-turbo-0125"
llm_model_family: "openai"
retries: 0 # LlamaIndex has no retry parameter
source_data_pickle_path: "data/multilabel_classification.pkl"
# sample_rows: 2
OutlinesFramework:
- name: "multilabel_classification"
n_runs: 10
init_kwargs:
prompt: "Classify the following text: {text}"
llm_model: "unsloth/llama-3-8b-Instruct-bnb-4bit"
llm_model_family: "transformers"
retries: 0 # Oulines transformers has no retry parameter
source_data_pickle_path: "data/multilabel_classification.pkl"
# sample_rows: 2
LMFormatEnforcerFramework:
- name: "multilabel_classification"
n_runs: 10
init_kwargs:
prompt: "Classify the following text: {text}.\nRespond in the following json schema: {json_schema}:\n"
llm_model: "unsloth/llama-3-8b-Instruct-bnb-4bit"
llm_model_family: "transformers"
retries: 0
source_data_pickle_path: "data/multilabel_classification.pkl"
max_length: 4096
# sample_rows: 2