Commit
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Duplicate from MFuyu/llava_siglip_llama3_8b_finetune_8192
Browse files- .gitattributes +35 -0
- README.md +57 -0
- config.json +43 -0
- generation_config.json +7 -0
- model-00001-of-00004.safetensors +3 -0
- model-00002-of-00004.safetensors +3 -0
- model-00003-of-00004.safetensors +3 -0
- model-00004-of-00004.safetensors +3 -0
- model.safetensors.index.json +750 -0
- preprocessor_config.json +37 -0
- special_tokens_map.json +21 -0
- tokenizer.json +0 -0
- tokenizer_config.json +2095 -0
- training_args.bin +3 -0
.gitattributes
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README.md
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---
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base_model: MFuyu/llava_siglip_llama3_8b_pretrain_8192
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tags:
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- generated_from_trainer
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model-index:
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- name: llava_siglip_llama3_8b_finetune_8192
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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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# llava_siglip_llama3_8b_finetune_8192
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This model is a fine-tuned version of [MFuyu/llava_siglip_llama3_8b_pretrain_8192](https://huggingface.co/MFuyu/llava_siglip_llama3_8b_pretrain_8192) on an unknown dataset.
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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-05
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- train_batch_size: 1
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- eval_batch_size: 1
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- seed: 42
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- distributed_type: multi-GPU
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- num_devices: 16
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- gradient_accumulation_steps: 8
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- total_train_batch_size: 128
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- total_eval_batch_size: 16
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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_ratio: 0.03
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- num_epochs: 1.0
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### Training results
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### Framework versions
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- Transformers 4.39.2
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- Pytorch 2.2.1
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- Datasets 2.18.0
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- Tokenizers 0.15.2
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config.json
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{
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"_name_or_path": "MFuyu/llava_siglip_llama3_8b_pretrain_8192",
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"architectures": [
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"LlavaForConditionalGeneration"
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],
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"ignore_index": -100,
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"image_token_index": 128256,
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"model_type": "llava",
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"pad_token_id": 128257,
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"projector_hidden_act": "gelu",
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"text_config": {
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"_name_or_path": "meta-llama/Meta-Llama-3-8B-Instruct",
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"architectures": [
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"LlamaForCausalLM"
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],
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"bos_token_id": 128000,
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"eos_token_id": 128001,
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"intermediate_size": 14336,
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"max_position_embeddings": 8192,
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"model_type": "llama",
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"num_key_value_heads": 8,
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"rms_norm_eps": 1e-05,
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"rope_theta": 500000.0,
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"torch_dtype": "bfloat16",
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"vocab_size": 128258
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},
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"torch_dtype": "bfloat16",
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"transformers_version": "4.39.2",
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"vision_config": {
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"hidden_act": "gelu_pytorch_tanh",
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"hidden_size": 1152,
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"image_size": 384,
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"intermediate_size": 4304,
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"layer_norm_eps": 1e-06,
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"model_type": "siglip_vision_model",
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"num_attention_heads": 16,
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"num_hidden_layers": 27,
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"patch_size": 14
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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": 128258
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}
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generation_config.json
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{
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"_from_model_config": true,
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"bos_token_id": 128000,
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"eos_token_id": 128001,
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"pad_token_id": 128257,
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"transformers_version": "4.39.2"
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}
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model-00001-of-00004.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:1eb2c44b431c009f4f16bef0f55fc037abfad8547a43dcb81607d74db52dc434
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size 4886330032
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model-00002-of-00004.safetensors
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version https://git-lfs.github.com/spec/v1
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model-00003-of-00004.safetensors
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version https://git-lfs.github.com/spec/v1
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model-00004-of-00004.safetensors
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version https://git-lfs.github.com/spec/v1
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model.safetensors.index.json
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|
| 711 |
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"vision_tower.vision_model.encoder.layers.8.mlp.fc2.weight": "model-00001-of-00004.safetensors",
|
| 712 |
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|
| 713 |
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"vision_tower.vision_model.encoder.layers.8.self_attn.k_proj.weight": "model-00001-of-00004.safetensors",
|
| 714 |
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"vision_tower.vision_model.encoder.layers.8.self_attn.out_proj.bias": "model-00001-of-00004.safetensors",
|
| 715 |
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|
| 716 |
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|
| 717 |
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"vision_tower.vision_model.encoder.layers.8.self_attn.q_proj.weight": "model-00001-of-00004.safetensors",
|
| 718 |
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"vision_tower.vision_model.encoder.layers.8.self_attn.v_proj.bias": "model-00001-of-00004.safetensors",
|
| 719 |
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"vision_tower.vision_model.encoder.layers.8.self_attn.v_proj.weight": "model-00001-of-00004.safetensors",
|
| 720 |
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"vision_tower.vision_model.encoder.layers.9.layer_norm1.bias": "model-00001-of-00004.safetensors",
|
| 721 |
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"vision_tower.vision_model.encoder.layers.9.layer_norm1.weight": "model-00001-of-00004.safetensors",
|
| 722 |
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|
| 723 |
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|
| 724 |
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|
| 725 |
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|
| 726 |
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|
| 727 |
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"vision_tower.vision_model.encoder.layers.9.mlp.fc2.weight": "model-00001-of-00004.safetensors",
|
| 728 |
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"vision_tower.vision_model.encoder.layers.9.self_attn.k_proj.bias": "model-00001-of-00004.safetensors",
|
| 729 |
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"vision_tower.vision_model.encoder.layers.9.self_attn.k_proj.weight": "model-00001-of-00004.safetensors",
|
| 730 |
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"vision_tower.vision_model.encoder.layers.9.self_attn.out_proj.bias": "model-00001-of-00004.safetensors",
|
| 731 |
+
"vision_tower.vision_model.encoder.layers.9.self_attn.out_proj.weight": "model-00001-of-00004.safetensors",
|
| 732 |
+
"vision_tower.vision_model.encoder.layers.9.self_attn.q_proj.bias": "model-00001-of-00004.safetensors",
|
| 733 |
+
"vision_tower.vision_model.encoder.layers.9.self_attn.q_proj.weight": "model-00001-of-00004.safetensors",
|
| 734 |
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"vision_tower.vision_model.encoder.layers.9.self_attn.v_proj.bias": "model-00001-of-00004.safetensors",
|
| 735 |
+
"vision_tower.vision_model.encoder.layers.9.self_attn.v_proj.weight": "model-00001-of-00004.safetensors",
|
| 736 |
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"vision_tower.vision_model.head.attention.in_proj_bias": "model-00001-of-00004.safetensors",
|
| 737 |
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"vision_tower.vision_model.head.attention.in_proj_weight": "model-00001-of-00004.safetensors",
|
| 738 |
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"vision_tower.vision_model.head.attention.out_proj.bias": "model-00001-of-00004.safetensors",
|
| 739 |
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"vision_tower.vision_model.head.attention.out_proj.weight": "model-00001-of-00004.safetensors",
|
| 740 |
+
"vision_tower.vision_model.head.layernorm.bias": "model-00001-of-00004.safetensors",
|
| 741 |
+
"vision_tower.vision_model.head.layernorm.weight": "model-00001-of-00004.safetensors",
|
| 742 |
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"vision_tower.vision_model.head.mlp.fc1.bias": "model-00001-of-00004.safetensors",
|
| 743 |
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"vision_tower.vision_model.head.mlp.fc1.weight": "model-00001-of-00004.safetensors",
|
| 744 |
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"vision_tower.vision_model.head.mlp.fc2.bias": "model-00001-of-00004.safetensors",
|
| 745 |
+
"vision_tower.vision_model.head.mlp.fc2.weight": "model-00001-of-00004.safetensors",
|
| 746 |
+
"vision_tower.vision_model.head.probe": "model-00001-of-00004.safetensors",
|
| 747 |
+
"vision_tower.vision_model.post_layernorm.bias": "model-00001-of-00004.safetensors",
|
| 748 |
+
"vision_tower.vision_model.post_layernorm.weight": "model-00001-of-00004.safetensors"
|
| 749 |
+
}
|
| 750 |
+
}
|
preprocessor_config.json
ADDED
|
@@ -0,0 +1,37 @@
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|
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|
| 1 |
+
{
|
| 2 |
+
"_valid_processor_keys": [
|
| 3 |
+
"images",
|
| 4 |
+
"do_resize",
|
| 5 |
+
"size",
|
| 6 |
+
"resample",
|
| 7 |
+
"do_rescale",
|
| 8 |
+
"rescale_factor",
|
| 9 |
+
"do_normalize",
|
| 10 |
+
"image_mean",
|
| 11 |
+
"image_std",
|
| 12 |
+
"return_tensors",
|
| 13 |
+
"data_format",
|
| 14 |
+
"input_data_format"
|
| 15 |
+
],
|
| 16 |
+
"do_normalize": true,
|
| 17 |
+
"do_rescale": true,
|
| 18 |
+
"do_resize": true,
|
| 19 |
+
"image_mean": [
|
| 20 |
+
0.5,
|
| 21 |
+
0.5,
|
| 22 |
+
0.5
|
| 23 |
+
],
|
| 24 |
+
"image_processor_type": "SiglipImageProcessor",
|
| 25 |
+
"image_std": [
|
| 26 |
+
0.5,
|
| 27 |
+
0.5,
|
| 28 |
+
0.5
|
| 29 |
+
],
|
| 30 |
+
"processor_class": "MLlavaProcessor",
|
| 31 |
+
"resample": 3,
|
| 32 |
+
"rescale_factor": 0.00392156862745098,
|
| 33 |
+
"size": {
|
| 34 |
+
"height": 384,
|
| 35 |
+
"width": 384
|
| 36 |
+
}
|
| 37 |
+
}
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,21 @@
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|
| 1 |
+
{
|
| 2 |
+
"additional_special_tokens": [
|
| 3 |
+
"<image>",
|
| 4 |
+
"<|pad|>"
|
| 5 |
+
],
|
| 6 |
+
"bos_token": {
|
| 7 |
+
"content": "<|begin_of_text|>",
|
| 8 |
+
"lstrip": false,
|
| 9 |
+
"normalized": false,
|
| 10 |
+
"rstrip": false,
|
| 11 |
+
"single_word": false
|
| 12 |
+
},
|
| 13 |
+
"eos_token": {
|
| 14 |
+
"content": "<|end_of_text|>",
|
| 15 |
+
"lstrip": false,
|
| 16 |
+
"normalized": false,
|
| 17 |
+
"rstrip": false,
|
| 18 |
+
"single_word": false
|
| 19 |
+
},
|
| 20 |
+
"unk_token": "<unk>"
|
| 21 |
+
}
|
tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,2095 @@
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|
| 1 |
+
{
|
| 2 |
+
"add_bos_token": true,
|
| 3 |
+
"add_eos_token": false,
|
| 4 |
+
"added_tokens_decoder": {
|
| 5 |
+
"128000": {
|
| 6 |
+
"content": "<|begin_of_text|>",
|
| 7 |
+
"lstrip": false,
|
| 8 |
+
"normalized": false,
|
| 9 |
+
"rstrip": false,
|
| 10 |
+
"single_word": false,
|
| 11 |
+
"special": true
|
| 12 |
+
},
|
| 13 |
+
"128001": {
|
| 14 |
+
"content": "<|end_of_text|>",
|
| 15 |
+
"lstrip": false,
|
| 16 |
+
"normalized": false,
|
| 17 |
+
"rstrip": false,
|
| 18 |
+
"single_word": false,
|
| 19 |
+
"special": true
|
| 20 |
+
},
|
| 21 |
+
"128002": {
|
| 22 |
+
"content": "<|reserved_special_token_0|>",
|
| 23 |
+
"lstrip": false,
|
| 24 |
+
"normalized": false,
|
| 25 |
+
"rstrip": false,
|
| 26 |
+
"single_word": false,
|
| 27 |
+
"special": true
|
| 28 |
+
},
|
| 29 |
+
"128003": {
|
| 30 |
+
"content": "<|reserved_special_token_1|>",
|
| 31 |
+
"lstrip": false,
|
| 32 |
+
"normalized": false,
|
| 33 |
+
"rstrip": false,
|
| 34 |
+
"single_word": false,
|
| 35 |
+
"special": true
|
| 36 |
+
},
|
| 37 |
+
"128004": {
|
| 38 |
+
"content": "<|reserved_special_token_2|>",
|
| 39 |
+
"lstrip": false,
|
| 40 |
+
"normalized": false,
|
| 41 |
+
"rstrip": false,
|
| 42 |
+
"single_word": false,
|
| 43 |
+
"special": true
|
| 44 |
+
},
|
| 45 |
+
"128005": {
|
| 46 |
+
"content": "<|reserved_special_token_3|>",
|
| 47 |
+
"lstrip": false,
|
| 48 |
+
"normalized": false,
|
| 49 |
+
"rstrip": false,
|
| 50 |
+
"single_word": false,
|
| 51 |
+
"special": true
|
| 52 |
+
},
|
| 53 |
+
"128006": {
|
| 54 |
+
"content": "<|start_header_id|>",
|
| 55 |
+
"lstrip": false,
|
| 56 |
+
"normalized": false,
|
| 57 |
+
"rstrip": false,
|
| 58 |
+
"single_word": false,
|
| 59 |
+
"special": true
|
| 60 |
+
},
|
| 61 |
+
"128007": {
|
| 62 |
+
"content": "<|end_header_id|>",
|
| 63 |
+
"lstrip": false,
|
| 64 |
+
"normalized": false,
|
| 65 |
+
"rstrip": false,
|
| 66 |
+
"single_word": false,
|
| 67 |
+
"special": true
|
| 68 |
+
},
|
| 69 |
+
"128008": {
|
| 70 |
+
"content": "<|reserved_special_token_4|>",
|
| 71 |
+
"lstrip": false,
|
| 72 |
+
"normalized": false,
|
| 73 |
+
"rstrip": false,
|
| 74 |
+
"single_word": false,
|
| 75 |
+
"special": true
|
| 76 |
+
},
|
| 77 |
+
"128009": {
|
| 78 |
+
"content": "<|eot_id|>",
|
| 79 |
+
"lstrip": false,
|
| 80 |
+
"normalized": false,
|
| 81 |
+
"rstrip": false,
|
| 82 |
+
"single_word": false,
|
| 83 |
+
"special": true
|
| 84 |
+
},
|
| 85 |
+
"128010": {
|
| 86 |
+
"content": "<|reserved_special_token_5|>",
|
| 87 |
+
"lstrip": false,
|
| 88 |
+
"normalized": false,
|
| 89 |
+
"rstrip": false,
|
| 90 |
+
"single_word": false,
|
| 91 |
+
"special": true
|
| 92 |
+
},
|
| 93 |
+
"128011": {
|
| 94 |
+
"content": "<|reserved_special_token_6|>",
|
| 95 |
+
"lstrip": false,
|
| 96 |
+
"normalized": false,
|
| 97 |
+
"rstrip": false,
|
| 98 |
+
"single_word": false,
|
| 99 |
+
"special": true
|
| 100 |
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| 101 |
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| 102 |
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| 108 |
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| 110 |
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| 116 |
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| 118 |
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| 124 |
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| 126 |
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| 127 |
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| 131 |
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| 132 |
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| 134 |
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| 135 |
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| 142 |
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| 150 |
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| 254 |
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|
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| 2068 |
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|
| 2079 |
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|
| 2080 |
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|
| 2081 |
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],
|
| 2082 |
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"bos_token": "<|begin_of_text|>",
|
| 2083 |
+
"chat_template": "{% set loop_messages = messages %}{% for message in loop_messages %}{% set content = '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' %}{% if loop.index0 == 0 %}{% set content = bos_token + content %}{% endif %}{{ content }}{% endfor %}{% if add_generation_prompt %}{{ '<|start_header_id|>assistant<|end_header_id|>\n\n' }}{% endif %}",
|
| 2084 |
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"clean_up_tokenization_spaces": true,
|
| 2085 |
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"eos_token": "<|end_of_text|>",
|
| 2086 |
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"model_input_names": [
|
| 2087 |
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"input_ids",
|
| 2088 |
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|
| 2089 |
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],
|
| 2090 |
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"model_max_length": 1000000000000000019884624838656,
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| 2091 |
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|
| 2092 |
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"tokenizer_class": "LlamaTokenizer",
|
| 2093 |
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"unk_token": "<unk>",
|
| 2094 |
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"use_default_system_prompt": false
|
| 2095 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:24089c5ab7a2f2796b48c8aaf15f9207f76287e9c8c6cfe7ce31731e3fbb330c
|
| 3 |
+
size 6392
|