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add highdataset config to README
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---
license: cc-by-nc-4.0
dataset_info:
- config_name: 1.4b_mix_seed1
features:
- name: instruction
dtype: string
- name: input
dtype: string
- name: output
dtype: string
- name: preference
dtype: int64
- name: output_1
dtype: string
- name: output_2
dtype: string
- name: reward_model_prompt_format
dtype: string
- name: gen_prompt_format
dtype: string
- name: gen_kwargs
struct:
- name: do_sample
dtype: bool
- name: max_new_tokens
dtype: int64
- name: pad_token_id
dtype: int64
- name: top_k
dtype: int64
- name: top_p
dtype: float64
- name: reward_1
dtype: float64
- name: reward_2
dtype: float64
- name: n_samples
dtype: int64
- name: reject_select
dtype: string
- name: index
dtype: int64
splits:
- name: preference
num_bytes: 25889425.028748564
num_examples: 20000
download_size: 12367081
dataset_size: 25889425.028748564
- config_name: 160m_mix_seed1
features:
- name: instruction
dtype: string
- name: input
dtype: string
- name: output
dtype: string
- name: preference
dtype: int64
- name: output_1
dtype: string
- name: output_2
dtype: string
- name: reward_model_prompt_format
dtype: string
- name: gen_prompt_format
dtype: string
- name: gen_kwargs
struct:
- name: do_sample
dtype: bool
- name: max_new_tokens
dtype: int64
- name: pad_token_id
dtype: int64
- name: top_k
dtype: int64
- name: top_p
dtype: float64
- name: reward_1
dtype: float64
- name: reward_2
dtype: float64
- name: n_samples
dtype: int64
- name: reject_select
dtype: string
- name: index
dtype: int64
splits:
- name: preference
num_bytes: 25900235.98820059
num_examples: 20000
download_size: 12316110
dataset_size: 25900235.98820059
- config_name: 1.4b_mix_seed2
features:
- name: instruction
dtype: string
- name: input
dtype: string
- name: output
dtype: string
- name: preference
dtype: int64
- name: output_1
dtype: string
- name: output_2
dtype: string
- name: reward_model_prompt_format
dtype: string
- name: gen_prompt_format
dtype: string
- name: gen_kwargs
struct:
- name: do_sample
dtype: bool
- name: max_new_tokens
dtype: int64
- name: pad_token_id
dtype: int64
- name: top_k
dtype: int64
- name: top_p
dtype: float64
- name: reward_1
dtype: float64
- name: reward_2
dtype: float64
- name: n_samples
dtype: int64
- name: reject_select
dtype: string
- name: index
dtype: int64
splits:
- name: preference
num_bytes: 25889425.028748564
num_examples: 20000
download_size: 12359463
dataset_size: 25889425.028748564
- config_name: 160m_mix_seed2
features:
- name: instruction
dtype: string
- name: input
dtype: string
- name: output
dtype: string
- name: preference
dtype: int64
- name: output_1
dtype: string
- name: output_2
dtype: string
- name: reward_model_prompt_format
dtype: string
- name: gen_prompt_format
dtype: string
- name: gen_kwargs
struct:
- name: do_sample
dtype: bool
- name: max_new_tokens
dtype: int64
- name: pad_token_id
dtype: int64
- name: top_k
dtype: int64
- name: top_p
dtype: float64
- name: reward_1
dtype: float64
- name: reward_2
dtype: float64
- name: n_samples
dtype: int64
- name: reject_select
dtype: string
- name: index
dtype: int64
splits:
- name: preference
num_bytes: 25900235.98820059
num_examples: 20000
download_size: 12313149
dataset_size: 25900235.98820059
- config_name: 1.4b_mix_seed3
features:
- name: instruction
dtype: string
- name: input
dtype: string
- name: output
dtype: string
- name: preference
dtype: int64
- name: output_1
dtype: string
- name: output_2
dtype: string
- name: reward_model_prompt_format
dtype: string
- name: gen_prompt_format
dtype: string
- name: gen_kwargs
struct:
- name: do_sample
dtype: bool
- name: max_new_tokens
dtype: int64
- name: pad_token_id
dtype: int64
- name: top_k
dtype: int64
- name: top_p
dtype: float64
- name: reward_1
dtype: float64
- name: reward_2
dtype: float64
- name: n_samples
dtype: int64
- name: reject_select
dtype: string
- name: index
dtype: int64
splits:
- name: preference
num_bytes: 25889425.028748564
num_examples: 20000
download_size: 12358176
dataset_size: 25889425.028748564
- config_name: 160m_mix_seed3
features:
- name: instruction
dtype: string
- name: input
dtype: string
- name: output
dtype: string
- name: preference
dtype: int64
- name: output_1
dtype: string
- name: output_2
dtype: string
- name: reward_model_prompt_format
dtype: string
- name: gen_prompt_format
dtype: string
- name: gen_kwargs
struct:
- name: do_sample
dtype: bool
- name: max_new_tokens
dtype: int64
- name: pad_token_id
dtype: int64
- name: top_k
dtype: int64
- name: top_p
dtype: float64
- name: reward_1
dtype: float64
- name: reward_2
dtype: float64
- name: n_samples
dtype: int64
- name: reject_select
dtype: string
- name: index
dtype: int64
splits:
- name: preference
num_bytes: 25900235.98820059
num_examples: 20000
download_size: 12311452
dataset_size: 25900235.98820059
- config_name: 1.4b_high
features:
- name: instruction
dtype: string
- name: input
dtype: string
- name: output
dtype: string
- name: preference
dtype: int64
- name: output_1
dtype: string
- name: output_2
dtype: string
- name: reward_model_prompt_format
dtype: string
- name: gen_prompt_format
dtype: string
- name: gen_kwargs
struct:
- name: do_sample
dtype: bool
- name: max_new_tokens
dtype: int64
- name: pad_token_id
dtype: int64
- name: top_k
dtype: int64
- name: top_p
dtype: float64
- name: reward_1
dtype: float64
- name: reward_2
dtype: float64
- name: n_samples
dtype: int64
- name: reject_select
dtype: string
splits:
- name: preference
num_bytes: 25791877
num_examples: 20001
download_size: 12310829
dataset_size: 25791877
- config_name: 160m_high
features:
- name: instruction
dtype: string
- name: input
dtype: string
- name: output
dtype: string
- name: preference
dtype: int64
- name: output_1
dtype: string
- name: output_2
dtype: string
- name: reward_model_prompt_format
dtype: string
- name: gen_prompt_format
dtype: string
- name: gen_kwargs
struct:
- name: do_sample
dtype: bool
- name: max_new_tokens
dtype: int64
- name: pad_token_id
dtype: int64
- name: top_k
dtype: int64
- name: top_p
dtype: float64
- name: reward_1
dtype: float64
- name: reward_2
dtype: float64
- name: n_samples
dtype: int64
- name: reject_select
dtype: string
splits:
- name: preference
num_bytes: 25837484
num_examples: 20001
download_size: 12262392
dataset_size: 25837484
configs:
- config_name: 1.4b_mix_seed1
data_files:
- split: preference
path: 1.4b_mix_seed1/preference-*
- config_name: 160m_mix_seed1
data_files:
- split: preference
path: 160m_mix_seed1/preference-*
- config_name: 1.4b_mix_seed2
data_files:
- split: preference
path: 1.4b_mix_seed2/preference-*
- config_name: 160m_mix_seed2
data_files:
- split: preference
path: 160m_mix_seed2/preference-*
- config_name: 1.4b_mix_seed3
data_files:
- split: preference
path: 1.4b_mix_seed3/preference-*
- config_name: 160m_mix_seed3
data_files:
- split: preference
path: 160m_mix_seed3/preference-*
- config_name: 1.4b_high
data_files:
- split: preference
path: 1.4b_high/preference-*
- config_name: 160m_high
data_files:
- split: preference
path: 160m_high/preference-*
---
This work utilizes the alpaca_farm dataset provided by Tatsu-lab, which is available at https://huggingface.co/datasets/tatsu-lab/alpaca_farm and is used under the CC BY-NC 4.0 license.