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- README.md +77 -0
- added_tokens.json +4 -0
- all_results.json +12 -0
- checkpoint-100/added_tokens.json +4 -0
- checkpoint-100/config.json +68 -0
- checkpoint-100/generation_config.json +6 -0
- checkpoint-100/model-00001-of-00004.safetensors +3 -0
- checkpoint-100/model-00002-of-00004.safetensors +3 -0
- checkpoint-100/model-00003-of-00004.safetensors +3 -0
- checkpoint-100/model-00004-of-00004.safetensors +3 -0
- checkpoint-100/model.safetensors.index.json +694 -0
- checkpoint-100/preprocessor_config.json +52 -0
- checkpoint-100/special_tokens_map.json +30 -0
- checkpoint-100/tokenizer.json +0 -0
- checkpoint-100/tokenizer.model +3 -0
- checkpoint-100/tokenizer_config.json +70 -0
- checkpoint-100/trainer_state.json +189 -0
- checkpoint-100/training_args.bin +3 -0
- checkpoint-200/added_tokens.json +4 -0
- checkpoint-200/config.json +68 -0
- checkpoint-200/generation_config.json +6 -0
- checkpoint-200/model-00001-of-00004.safetensors +3 -0
- checkpoint-200/model-00002-of-00004.safetensors +3 -0
- checkpoint-200/model-00003-of-00004.safetensors +3 -0
- checkpoint-200/model-00004-of-00004.safetensors +3 -0
- checkpoint-200/model.safetensors.index.json +694 -0
- checkpoint-200/preprocessor_config.json +52 -0
- checkpoint-200/special_tokens_map.json +30 -0
- checkpoint-200/tokenizer.json +0 -0
- checkpoint-200/tokenizer.model +3 -0
- checkpoint-200/tokenizer_config.json +70 -0
- checkpoint-200/trainer_state.json +345 -0
- checkpoint-200/training_args.bin +3 -0
- checkpoint-300/added_tokens.json +4 -0
- checkpoint-300/config.json +68 -0
- checkpoint-300/generation_config.json +6 -0
- checkpoint-300/model-00001-of-00004.safetensors +3 -0
- checkpoint-300/model-00002-of-00004.safetensors +3 -0
- checkpoint-300/model-00003-of-00004.safetensors +3 -0
- checkpoint-300/model-00004-of-00004.safetensors +3 -0
- checkpoint-300/model.safetensors.index.json +694 -0
- checkpoint-300/preprocessor_config.json +52 -0
- checkpoint-300/special_tokens_map.json +30 -0
- checkpoint-300/tokenizer.json +0 -0
- checkpoint-300/tokenizer.model +3 -0
- checkpoint-300/tokenizer_config.json +70 -0
- checkpoint-300/trainer_state.json +501 -0
- checkpoint-300/training_args.bin +3 -0
- checkpoint-400/added_tokens.json +4 -0
- checkpoint-400/config.json +68 -0
README.md
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---
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library_name: transformers
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license: other
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base_model: llava-hf/llava-v1.6-mistral-7b-hf
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tags:
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- llama-factory
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- full
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- generated_from_trainer
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model-index:
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- name: RLAIF-V_Coocur-q0_75
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# RLAIF-V_Coocur-q0_75
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This model is a fine-tuned version of [llava-hf/llava-v1.6-mistral-7b-hf](https://huggingface.co/llava-hf/llava-v1.6-mistral-7b-hf) on the RLAIF-V_Coocur-q0_75 dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.0131
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 1e-06
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- train_batch_size: 8
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- eval_batch_size: 8
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- seed: 42
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- distributed_type: multi-GPU
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- num_devices: 8
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- gradient_accumulation_steps: 4
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- total_train_batch_size: 256
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- total_eval_batch_size: 64
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: cosine
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- lr_scheduler_warmup_steps: 10
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- num_epochs: 3.0
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:------:|:----:|:---------------:|
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| 1.1348 | 0.2320 | 50 | 1.1268 |
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| 1.08 | 0.4640 | 100 | 1.0813 |
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| 1.0619 | 0.6961 | 150 | 1.0556 |
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| 1.0468 | 0.9281 | 200 | 1.0335 |
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| 0.8999 | 1.1601 | 250 | 1.0276 |
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| 0.8818 | 1.3921 | 300 | 1.0166 |
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| 0.8729 | 1.6241 | 350 | 1.0092 |
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| 0.8653 | 1.8561 | 400 | 1.0026 |
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| 0.7781 | 2.0882 | 450 | 1.0152 |
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| 0.7742 | 2.3202 | 500 | 1.0131 |
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| 0.7689 | 2.5522 | 550 | 1.0138 |
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| 0.7824 | 2.7842 | 600 | 1.0129 |
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### Framework versions
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- Transformers 4.45.2
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- Pytorch 2.4.0+cu121
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- Datasets 2.21.0
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- Tokenizers 0.20.3
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added_tokens.json
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{
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"<image>": 32000,
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"<pad>": 32001
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}
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all_results.json
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{
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"epoch": 2.9930394431554523,
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"eval_loss": 1.0130733251571655,
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"eval_runtime": 104.2701,
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"eval_samples_per_second": 58.78,
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"eval_steps_per_second": 0.921,
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"total_flos": 3802978389590016.0,
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"train_loss": 0.923209237682727,
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"train_runtime": 9905.6925,
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"train_samples_per_second": 16.704,
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"train_steps_per_second": 0.065
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}
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checkpoint-100/added_tokens.json
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{
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"<image>": 32000,
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"<pad>": 32001
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}
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checkpoint-100/config.json
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{
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"_name_or_path": "/data/align-anything/hantao/models/llava-v1.6-mistral-7b-hf",
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"architectures": [
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"LlavaNextForConditionalGeneration"
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],
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"hidden_size": 4096,
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"ignore_index": -100,
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"image_grid_pinpoints": [
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"image_seq_length": 576,
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"image_token_index": 32000,
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"model_type": "llava_next",
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"projector_hidden_act": "gelu",
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"text_config": {
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"_name_or_path": "mistralai/Mistral-7B-Instruct-v0.2",
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"architectures": [
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"MistralForCausalLM"
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],
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"intermediate_size": 14336,
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"max_position_embeddings": 32768,
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"model_type": "mistral",
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"num_key_value_heads": 8,
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"rms_norm_eps": 1e-05,
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"rope_theta": 1000000.0,
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"sliding_window": null,
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"torch_dtype": "bfloat16",
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"vocab_size": 32064
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},
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.45.2",
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"use_cache": false,
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"use_image_newline_parameter": true,
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"vision_config": {
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"hidden_size": 1024,
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"image_size": 336,
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"intermediate_size": 4096,
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"model_type": "clip_vision_model",
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"num_attention_heads": 16,
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"num_hidden_layers": 24,
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"patch_size": 14,
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"projection_dim": 768,
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"vocab_size": 32000
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},
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"vision_feature_layer": -2,
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"vision_feature_select_strategy": "default",
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"vocab_size": 32064
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}
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checkpoint-100/generation_config.json
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"eos_token_id": 2,
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"transformers_version": "4.45.2"
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}
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checkpoint-100/model-00001-of-00004.safetensors
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size 4921618624
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checkpoint-100/model-00002-of-00004.safetensors
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checkpoint-100/model-00003-of-00004.safetensors
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checkpoint-100/model-00004-of-00004.safetensors
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checkpoint-100/model.safetensors.index.json
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checkpoint-100/preprocessor_config.json
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checkpoint-100/special_tokens_map.json
ADDED
@@ -0,0 +1,30 @@
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checkpoint-100/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
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checkpoint-100/tokenizer.model
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version https://git-lfs.github.com/spec/v1
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size 493443
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checkpoint-100/tokenizer_config.json
ADDED
@@ -0,0 +1,70 @@
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checkpoint-200/preprocessor_config.json
ADDED
@@ -0,0 +1,52 @@
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checkpoint-200/special_tokens_map.json
ADDED
@@ -0,0 +1,30 @@
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|
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|
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|
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|
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|
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|
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|
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checkpoint-200/tokenizer.json
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checkpoint-200/tokenizer.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:dadfd56d766715c61d2ef780a525ab43b8e6da4de6865bda3d95fdef5e134055
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size 493443
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checkpoint-200/tokenizer_config.json
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checkpoint-300/preprocessor_config.json
ADDED
@@ -0,0 +1,52 @@
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checkpoint-300/special_tokens_map.json
ADDED
@@ -0,0 +1,30 @@
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|
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{
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|
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|
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|
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checkpoint-300/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
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checkpoint-300/tokenizer.model
ADDED
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1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:dadfd56d766715c61d2ef780a525ab43b8e6da4de6865bda3d95fdef5e134055
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size 493443
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checkpoint-300/tokenizer_config.json
ADDED
@@ -0,0 +1,70 @@
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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}
|
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|
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|
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"chat_template": "{{ '<s>' }}{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% endif %}{% if system_message is defined %}{{ system_message }}{% endif %}{% for message in loop_messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ '[INST] ' + content + ' [/INST]' }}{% elif message['role'] == 'assistant' %}{{ content + '</s>' }}{% endif %}{% endfor %}",
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"image_token": "<image>"
|
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"padding_side": "right",
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"processor_class": "LlavaNextProcessor",
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|
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|
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"unk_token": "<unk>",
|
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"use_default_system_prompt": false
|
70 |
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}
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checkpoint-300/trainer_state.json
ADDED
@@ -0,0 +1,501 @@
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