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