Upload folder using huggingface_hub
Browse files- README.md +50 -0
- adapter_config.json +41 -0
- adapter_model.safetensors +3 -0
- special_tokens_map.json +20 -0
- tokenizer.json +0 -0
- tokenizer_config.json +149 -0
- training_args.bin +3 -0
README.md
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---
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base_model: deepseek-ai/deepseek-vl-7b-chat
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tags:
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- peft
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- lora
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- deepseek-vl
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- vision-language
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- sft
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library_name: peft
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license: other
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language:
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- en
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- ja
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pipeline_tag: image-text-to-text
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---
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# deepseeksft202507281606
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This is a LoRA fine-tuned model based on [deepseek-ai/deepseek-vl-7b-chat](https://huggingface.co/deepseek-ai/deepseek-vl-7b-chat).
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## Model Details
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- **Base Model**: deepseek-ai/deepseek-vl-7b-chat
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- **Fine-tuning Method**: LoRA (Low-Rank Adaptation)
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- **Training Data**: Custom vision-language dataset
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- **Model Size**: large
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- **Parameters**: ~37,478,400 trainable parameters
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## Usage
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```python
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from peft import PeftModel
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from deepseek_vl.models import VLChatProcessor, MultiModalityCausalLM
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# Load base model
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base_model = MultiModalityCausalLM.from_pretrained("deepseek-ai/deepseek-vl-7b-chat")
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# Load LoRA adapter
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model = PeftModel.from_pretrained(base_model, "takashiyamamoto/deepseeksft202507281606")
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# Load processor
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processor = VLChatProcessor.from_pretrained("deepseek-ai/deepseek-vl-7b-chat")
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```
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## Training Configuration
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- LoRA Rank (r): 16
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- LoRA Alpha: 32
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- Learning Rate: 0.0002
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- Epochs: 1
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adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": null,
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"base_model_name_or_path": "",
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"bias": "none",
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"corda_config": null,
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"eva_config": null,
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"exclude_modules": null,
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"layer_replication": null,
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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 32,
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"lora_bias": false,
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"lora_dropout": 0.1,
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"megatron_config": null,
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"megatron_core": "megatron.core",
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"modules_to_save": null,
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"peft_type": "LORA",
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"qalora_group_size": 16,
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"r": 16,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"o_proj",
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"k_proj",
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"gate_proj",
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"v_proj",
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"down_proj",
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"up_proj",
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"q_proj"
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],
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"task_type": "CAUSAL_LM",
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"trainable_token_indices": null,
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"use_dora": false,
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"use_qalora": false,
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"use_rslora": false
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}
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:69464f6d2887eb4c4c03d4b2fdf853e431d43327f60da10bba55ec76ea5d3601
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size 149969848
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special_tokens_map.json
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{
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"additional_special_tokens": [
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"<image_placeholder>"
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],
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"bos_token": {
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"content": "<|begin▁of▁sentence|>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"eos_token": {
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"content": "<|end▁of▁sentence|>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": "<|end▁of▁sentence|>"
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}
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tokenizer.json
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tokenizer_config.json
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{
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"add_bos_token": true,
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"add_eos_token": false,
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"add_prefix_space": null,
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"added_tokens_decoder": {
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"100000": {
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"content": "<|begin▁of▁sentence|>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"100001": {
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"content": "<|end▁of▁sentence|>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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| 19 |
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"single_word": false,
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| 20 |
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"special": true
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| 21 |
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},
|
| 22 |
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"100002": {
|
| 23 |
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"content": "ø",
|
| 24 |
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"lstrip": false,
|
| 25 |
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"normalized": true,
|
| 26 |
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"rstrip": false,
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| 27 |
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"single_word": false,
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| 28 |
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"special": false
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| 29 |
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},
|
| 30 |
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"100003": {
|
| 31 |
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"content": "ö",
|
| 32 |
+
"lstrip": false,
|
| 33 |
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"normalized": true,
|
| 34 |
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"rstrip": false,
|
| 35 |
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"single_word": false,
|
| 36 |
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"special": false
|
| 37 |
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},
|
| 38 |
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"100004": {
|
| 39 |
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"content": "ú",
|
| 40 |
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"lstrip": false,
|
| 41 |
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"normalized": true,
|
| 42 |
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"rstrip": false,
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| 43 |
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"single_word": false,
|
| 44 |
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"special": false
|
| 45 |
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},
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| 46 |
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"100005": {
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| 47 |
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"content": "ÿ",
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| 48 |
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"lstrip": false,
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| 49 |
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"normalized": true,
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| 50 |
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"rstrip": false,
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| 51 |
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"single_word": false,
|
| 52 |
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"special": false
|
| 53 |
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},
|
| 54 |
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"100006": {
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| 55 |
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"content": "õ",
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| 56 |
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"lstrip": false,
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| 57 |
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"normalized": true,
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| 58 |
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"rstrip": false,
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| 59 |
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"single_word": false,
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| 60 |
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"special": false
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| 61 |
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},
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| 62 |
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"100007": {
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| 63 |
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"content": "÷",
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| 64 |
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"lstrip": false,
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| 65 |
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"normalized": true,
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| 66 |
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"rstrip": false,
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| 67 |
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"single_word": false,
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| 68 |
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"special": false
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| 69 |
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},
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| 70 |
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"100008": {
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| 71 |
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"content": "û",
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| 72 |
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"lstrip": false,
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| 73 |
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"normalized": true,
|
| 74 |
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"rstrip": false,
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| 75 |
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"single_word": false,
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| 76 |
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"special": false
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| 77 |
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},
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| 78 |
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"100009": {
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| 79 |
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"content": "ý",
|
| 80 |
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"lstrip": false,
|
| 81 |
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"normalized": true,
|
| 82 |
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"rstrip": false,
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| 83 |
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"single_word": false,
|
| 84 |
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"special": false
|
| 85 |
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},
|
| 86 |
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"100010": {
|
| 87 |
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"content": "À",
|
| 88 |
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"lstrip": false,
|
| 89 |
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"normalized": true,
|
| 90 |
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"rstrip": false,
|
| 91 |
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"single_word": false,
|
| 92 |
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"special": false
|
| 93 |
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},
|
| 94 |
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"100011": {
|
| 95 |
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"content": "ù",
|
| 96 |
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"lstrip": false,
|
| 97 |
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"normalized": true,
|
| 98 |
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"rstrip": false,
|
| 99 |
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"single_word": false,
|
| 100 |
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"special": false
|
| 101 |
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},
|
| 102 |
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"100012": {
|
| 103 |
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"content": "Á",
|
| 104 |
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"lstrip": false,
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| 105 |
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"normalized": true,
|
| 106 |
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"rstrip": false,
|
| 107 |
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"single_word": false,
|
| 108 |
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"special": false
|
| 109 |
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},
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| 110 |
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"100013": {
|
| 111 |
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"content": "þ",
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| 112 |
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"lstrip": false,
|
| 113 |
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"normalized": true,
|
| 114 |
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"rstrip": false,
|
| 115 |
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"single_word": false,
|
| 116 |
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"special": false
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| 117 |
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},
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| 118 |
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"100014": {
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| 119 |
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"content": "ü",
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| 120 |
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"lstrip": false,
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| 121 |
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"normalized": true,
|
| 122 |
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"rstrip": false,
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| 123 |
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"single_word": false,
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| 124 |
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"special": false
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| 125 |
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},
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| 126 |
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"100015": {
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| 127 |
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"content": "<image_placeholder>",
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| 128 |
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"lstrip": false,
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| 129 |
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"normalized": false,
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| 130 |
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"rstrip": false,
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| 131 |
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"single_word": false,
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| 132 |
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"special": true
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| 133 |
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}
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| 134 |
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},
|
| 135 |
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"additional_special_tokens": [
|
| 136 |
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"<image_placeholder>"
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| 137 |
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],
|
| 138 |
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"bos_token": "<|begin▁of▁sentence|>",
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| 139 |
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"clean_up_tokenization_spaces": false,
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| 140 |
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"eos_token": "<|end▁of▁sentence|>",
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| 141 |
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"extra_special_tokens": {},
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| 142 |
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"legacy": true,
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| 143 |
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"model_max_length": 16384,
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| 144 |
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"pad_token": "<|end▁of▁sentence|>",
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| 145 |
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"processor_class": "VLChatProcessor",
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| 146 |
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"tokenizer_class": "LlamaTokenizerFast",
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| 147 |
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"unk_token": null,
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| 148 |
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"use_default_system_prompt": false
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| 149 |
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:d133e53add9f8285acfbd26e20da60732b0ac25e8f6f335c3fe27d72ad36ae46
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| 3 |
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size 5777
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