Create configs/hippogriff.yml

configs/hippogriff.yml

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+base_model: huggyllama/llama-30b
+base_model_config: huggyllama/llama-30b
+model_type: LlamaForCausalLM
+tokenizer_type: LlamaTokenizer
+load_in_8bit: false
+load_in_4bit: false
+strict: false
+push_dataset_to_hub: winglian
+hf_use_auth_token: true
+datasets:
+  - path: winglian/pygmalion-cleaned
+    data_files:
+      - v13_no_ai.cleaned.jsonl
+    type: pygmalion
+  - path: winglian/evals
+    data_files:
+      - hf/ARC-Challenge.jsonl
+      - hf/ARC-Easy.jsonl
+      - hf/riddle_sense.jsonl
+    type: explainchoice:chat
+  - path: winglian/evals
+    data_files:
+      - hf/gsm8k.jsonl
+      - custom/logic_inference_oa.jsonl
+    type: alpaca_chat.load_qa
+  - path: winglian/evals
+    data_files:
+      - custom/in_context_qa.jsonl
+    type: context_qa
+  - path: winglian/evals
+    data_files:
+      - custom/in_context_qa.jsonl
+    type: context_qa.load_404
+  - path: winglian/evals
+    data_files:
+      - custom/jokes_explained_500up.jsonl
+    type: sharegpt_jokes
+  - path: winglian/evals
+    data_files:
+      - custom/classify-self-chat.sharegpt.jsonl
+      - custom/coding-self-chat.sharegpt.jsonl
+      - custom/prose-gpt4.sharegpt.jsonl
+      - custom/prose-rewrite-gpt4.sharegpt.jsonl
+    type: sharegpt_simple
+  - path: winglian/evals
+    data_files:
+      - custom/guanaco-cleaned.en.jsonl
+    type: sharegpt_simple.load_guanaco
+  - path: winglian/evals
+    data_files:
+      - openai/tldr.jsonl
+    type: summarizetldr:chat
+  - path: winglian/evals
+    data_files:
+      - hellaswag/hellaswag.jsonl
+    type: explainchoice:chat
+    shards: 60
+  - path: metaeval/ScienceQA_text_only
+    type: concisechoice:chat
+    shards: 13
+  - path: teknium/GPTeacher-General-Instruct
+    data_files: gpt4-instruct-similarity-0.6-dataset.json
+    type: gpteacher:chat
+  - 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_chat
+dataset_prepared_path: /workspace/mnt/last_run_prepared
+val_set_size: 0.02
+adapter:
+lora_model_dir:
+sequence_len: 2048
+max_packed_sequence_len: 2048
+lora_r: 64
+lora_alpha: 32
+lora_dropout: 0.000001
+lora_target_modules:
+lora_target_linear: true
+lora_fan_in_fan_out:
+wandb_project: hippogriff-30b-chat
+wandb_watch:
+wandb_run_id:
+wandb_log_model:
+output_dir: /workspace/mnt/hippogriff-30b-chat
+gradient_accumulation_steps: 1
+micro_batch_size: 20
+num_epochs: 2
+optimizer:
+torchdistx_path:
+lr_scheduler:
+learning_rate: 0.00003
+train_on_inputs: false
+group_by_length: true
+bf16: true
+fp16: false
+float16: false
+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: 200
+eval_steps: 20
+save_steps: 50
+debug:
+deepspeed:
+weight_decay: 0.000003
+fsdp:
+fsdp_config:
+special_tokens:
+  bos_token: "<s>"
+  eos_token: "</s>"
+  unk_token: "<unk>"