| base_model: huggyllama/llama-13b |
| |
| base_model_config: huggyllama/llama-13b |
| model_type: LlamaForCausalLM |
| tokenizer_type: LlamaTokenizer |
| load_in_8bit: false |
| datasets: |
| - path: winglian/evals |
| data_files: |
| - hf/ARC-Challenge.jsonl |
| - hf/ARC-Easy.jsonl |
| - mmlu/abstract_algebra.jsonl |
| - mmlu/conceptual_physics.jsonl |
| - mmlu/formal_logic.jsonl |
| - mmlu/high_school_physics.jsonl |
| - mmlu/logical_fallacies.jsonl |
| type: explainchoice |
| - path: winglian/evals |
| data_files: |
| - openai/tldr.jsonl |
| type: summarizetldr |
| - path: winglian/evals |
| data_files: |
| - hellaswag/hellaswag-concise.jsonl |
| type: concisechoice |
| - path: metaeval/ScienceQA_text_only |
| type: concisechoice |
| - path: ehartford/WizardLM_alpaca_evol_instruct_70k_unfiltered |
| type: alpaca |
| - path: ehartford/wizard_vicuna_70k_unfiltered |
| type: sharegpt |
| - path: winglian/chatlogs-en-cleaned |
| data_files: |
| - sharegpt_cleaned.jsonl |
| type: sharegpt |
| - path: teknium/GPT4-LLM-Cleaned |
| type: alpaca |
| - path: teknium/GPTeacher-General-Instruct |
| data_files: gpt4-instruct-similarity-0.6-dataset.json |
| type: gpteacher |
| - path: QingyiSi/Alpaca-CoT |
| data_files: |
| - Chain-of-Thought/formatted_cot_data/aqua_train.json |
| - Chain-of-Thought/formatted_cot_data/creak_train.json |
| - Chain-of-Thought/formatted_cot_data/ecqa_train.json |
| - Chain-of-Thought/formatted_cot_data/esnli_train.json |
| - Chain-of-Thought/formatted_cot_data/gsm8k_train.json |
| - Chain-of-Thought/formatted_cot_data/qasc_train.json |
| - Chain-of-Thought/formatted_cot_data/qed_train.json |
| - Chain-of-Thought/formatted_cot_data/sensemaking_train.json |
| - Chain-of-Thought/formatted_cot_data/strategyqa_train.json |
| - GPTeacher/Roleplay/formatted_roleplay-similarity_0.6-instruct-dataset.json |
| type: alpaca |
| dataset_prepared_path: last_run_prepared |
| val_set_size: 0.02 |
| adapter: |
| lora_model_dir: |
| sequence_len: 2048 |
| max_packed_sequence_len: 2048 |
| lora_r: |
| lora_alpha: |
| lora_dropout: |
| lora_target_modules: |
| lora_fan_in_fan_out: |
| wandb_project: manticore-13b |
| wandb_watch: |
| wandb_run_id: |
| wandb_log_model: |
| output_dir: ./manticore-13b |
| batch_size: 512 |
| micro_batch_size: 8 |
| num_epochs: 4 |
| optimizer: |
| torchdistx_path: |
| lr_scheduler: |
| learning_rate: 0.000032 |
| train_on_inputs: false |
| group_by_length: false |
| bf16: true |
| tf32: true |
| gradient_checkpointing: true |
| early_stopping_patience: |
| resume_from_checkpoint: |
| local_rank: |
| logging_steps: 1 |
| xformers_attention: true |
| flash_attention: |
| gptq_groupsize: |
| gptq_model_v1: |
| warmup_steps: 20 |
| eval_steps: 10 |
| save_steps: |
| debug: |
| deepspeed: |
| weight_decay: 0 |
| fsdp: |
| - full_shard |
| - auto_wrap |
| fsdp_config: |
| fsdp_transformer_layer_cls_to_wrap: LlamaDecoderLayer |
| special_tokens: |
| bos_token: "<s>" |
| eos_token: "</s>" |
| unk_token: "<unk>" |
|
|
|
|
