| model: | |
| _component_: models.lora_mmllama3_8b | |
| lora_attn_modules: | |
| - q_proj | |
| - v_proj | |
| apply_lora_to_mlp: false | |
| apply_lora_to_output: false | |
| lora_rank: 8 | |
| lora_alpha: 16 | |
| perception_tokens: 2 | |
| tokenizer: | |
| _component_: models.a2a_tokenizer | |
| path: checkpoints/Meta-Llama-3-8B-Instruct/tokenizer.model | |
| checkpointer: | |
| _component_: torchtune.utils.FullModelMetaCheckpointer | |
| checkpoint_dir: checkpoints/Meta-Llama-3-8B-Instruct/ | |
| checkpoint_files: | |
| - consolidated.00.pth | |
| adapter_checkpoint: null | |
| recipe_checkpoint: null | |
| output_dir: output | |
| model_type: LLAMA3 | |
| resume_from_checkpoint: false | |
| dataset: | |
| _component_: ds.EvenBatcher | |
| dataset: | |
| _component_: ds.RoundRobinDataset | |
| datasets: | |
| - _component_: ds.LlavaInstructDataset | |
| ib_embed_path: ds/coco_llava_instruct/*.ib_embed.pt | |
| clip_embed_path: ds/coco_llava_instruct/*.clip_embed.pt | |
| caption_path: ds/coco_llava_instruct/*.caption.pt | |
| train_on_input: false | |
| - _component_: ds.LlavaInstructDataset | |
| ib_embed_path: ds/vision_flan/*.ib_embed.pt | |
| clip_embed_path: ds/vision_flan/*.clip_embed.pt | |
| caption_path: ds/vision_flan/*.caption.pt | |
| train_on_input: false | |
| - _component_: ds.CaptionInstructDataset | |
| ib_embed_path: ds/sam_llava/00.ib_embed.pt | |
| clip_embed_path: ds/sam_llava/00.clip_embed.pt | |
| caption_path: ds/sam_llava/00.caption.pt | |
| train_on_input: false | |
| seed: null | |
| shuffle: true | |
| batch_size: 4 | |
| optimizer: | |
| _component_: torch.optim.AdamW | |
| weight_decay: 0.01 | |
| lr: 0.0003 | |
| lr_scheduler: | |
| _component_: torchtune.modules.get_cosine_schedule_with_warmup | |
| num_warmup_steps: 100 | |
| loss: | |
| _component_: torch.nn.CrossEntropyLoss | |
| epochs: 1 | |
| max_steps_per_epoch: null | |
| gradient_accumulation_steps: 64 | |
| compile: false | |
| output_dir: /tmp/lora_finetune_output | |
| metric_logger: | |
| _component_: torchtune.utils.metric_logging.DiskLogger | |
| log_dir: ${output_dir} | |
| log_every_n_steps: null | |
| device: cuda | |
| dtype: bf16 | |
| enable_activation_checkpointing: false | |
| profiler: | |
| _component_: torchtune.utils.profiler | |
| enabled: false | |