| base_model: PygmalionAI/pyggel-ckpt-2947 | |
| load_in_8bit: false | |
| load_in_4bit: false | |
| strict: false | |
| datasets: | |
| - path: PygmalionAI/unified-rp-dataset | |
| type: sharegpt | |
| chat_template: llama3 | |
| dataset_prepared_path: ./datasetstuff3 | |
| hub_model_id: Alignment-Lab-AI/pygmalion-3-1m-2.4 | |
| wandb_project: pyg-1-m-2.3 | |
| hf_use_auth_token: true | |
| output_dir: ./pyg1m2.3 | |
| wandb_watch: all | |
| hub_private_repo: true | |
| hub_strategy: all_checkpoints | |
| #push_to_hub: true | |
| hf_use_auth_token: true | |
| #resume_from_checkpoint: ./buzz-3b-small-v0.6/checkpoint-4598 | |
| output_dir: ./pyggel | |
| max_grad_norm: 0.6 | |
| sequence_len: 8192 | |
| sample_packing: true | |
| pad_to_sequence_len: true | |
| micro_batch_size: 1 | |
| gradient_accumulation_steps: 2 | |
| num_epochs: 3 | |
| learning_rate: 0.00005 | |
| optimizer: adamw_torch | |
| optim_args: | |
| adam_beta1: 0.9 | |
| adam_beta2: 0.95 | |
| amsgrad: true | |
| lr_scheduler: cosine | |
| lr_scheduler_kwargs: | |
| num_cycles: 3 | |
| train_on_inputs: true | |
| group_by_length: false | |
| bf16: auto | |
| fp16: | |
| tf32: false | |
| neftune_noise_alpha: 15 | |
| gradient_checkpointing: unsloth | |
| gradient_checkpointing_kwargs: | |
| use_reentrant: true | |
| logging_steps: 1 | |
| xformers_attention: | |
| flash_attention: true | |
| flash_attn_cross_entropy: false | |
| flash_attn_rms_norm: true | |
| flash_attn_fuse_qkv: false | |
| flash_attn_fuse_mlp: true | |
| warmup_ratio: 0.333 | |
| evals_per_step: 0.025 | |
| eval_table_size: | |
| saves_per_epoch: 15 | |
| debug: | |
| torch_compile: true | |
| rank: | |
| deepspeed: deepspeed_configs/zero2.json | |
| weight_decay: 0.01 | |
| special_tokens: | |
| eos_token: "<|eot_id|>" | |
| pad_token: "<|end_of_text|>" | |