Delete Junk
#2
by qpqpqpqpqpqp - opened
- .ipynb_checkpoints/README-checkpoint.md +0 -45
- .ipynb_checkpoints/added_tokens-checkpoint.json +0 -4
- .ipynb_checkpoints/config-checkpoint.json +0 -70
- .ipynb_checkpoints/generation_config-checkpoint.json +0 -7
- .ipynb_checkpoints/preprocessor_config-checkpoint.json +0 -28
- .ipynb_checkpoints/special_tokens_map-checkpoint.json +0 -30
- .ipynb_checkpoints/tokenizer-checkpoint.json +0 -0
- .ipynb_checkpoints/tokenizer_config-checkpoint.json +0 -61
.ipynb_checkpoints/README-checkpoint.md
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---
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inference: false
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license: apache-2.0
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---
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<br>
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<br>
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# LLaVA Model Card
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## Model details
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**Model type:**
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LLaVA is an open-source chatbot trained by fine-tuning LLM on multimodal instruction-following data.
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It is an auto-regressive language model, based on the transformer architecture.
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Base LLM: [mistralai/Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2)
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**Model date:**
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LLaVA-v1.6-Mistral-7B was trained in December 2023.
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**Paper or resources for more information:**
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https://llava-vl.github.io/
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## License
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[mistralai/Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2) license.
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**Where to send questions or comments about the model:**
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https://github.com/haotian-liu/LLaVA/issues
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## Intended use
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**Primary intended uses:**
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The primary use of LLaVA is research on large multimodal models and chatbots.
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**Primary intended users:**
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The primary intended users of the model are researchers and hobbyists in computer vision, natural language processing, machine learning, and artificial intelligence.
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## Training dataset
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- 558K filtered image-text pairs from LAION/CC/SBU, captioned by BLIP.
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- 158K GPT-generated multimodal instruction-following data.
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- 500K academic-task-oriented VQA data mixture.
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- 50K GPT-4V data mixture.
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- 40K ShareGPT data.
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## Evaluation dataset
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A collection of 12 benchmarks, including 5 academic VQA benchmarks and 7 recent benchmarks specifically proposed for instruction-following LMMs.
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.ipynb_checkpoints/added_tokens-checkpoint.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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.ipynb_checkpoints/config-checkpoint.json
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{
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"_name_or_path": "mistralai/Mistral-7B-Instruct-v0.2",
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"architectures": [
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"LlavaLlamaForCausalLM"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 1,
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"eos_token_id": 2,
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"freeze_mm_mlp_adapter": false,
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"freeze_mm_vision_resampler": false,
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"hidden_act": "silu",
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"hidden_size": 4096,
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"image_aspect_ratio": "anyres",
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"image_crop_resolution": 224,
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"image_grid_pinpoints": [
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[
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336,
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672
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],
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[
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672,
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336
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],
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[
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672,
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672
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],
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[
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1008,
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336
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],
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[
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336,
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]
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],
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"image_split_resolution": 224,
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"initializer_range": 0.02,
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"intermediate_size": 14336,
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"max_position_embeddings": 32768,
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"mm_hidden_size": 1024,
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"mm_patch_merge_type": "spatial_unpad",
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"mm_projector_lr": null,
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"mm_projector_type": "mlp2x_gelu",
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"mm_resampler_type": null,
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"mm_use_im_patch_token": false,
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"mm_use_im_start_end": false,
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"mm_vision_select_feature": "patch",
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"mm_vision_select_layer": -2,
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"mm_vision_tower": "openai/clip-vit-large-patch14-336",
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"mm_vision_tower_lr": 2e-06,
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"model_type": "llava",
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"num_attention_heads": 32,
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"num_hidden_layers": 32,
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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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"tie_word_embeddings": false,
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"tokenizer_model_max_length": 4096,
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"tokenizer_padding_side": "left",
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"torch_dtype": "bfloat16",
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"transformers_version": "4.36.2",
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"tune_mm_mlp_adapter": false,
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"tune_mm_vision_resampler": false,
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"unfreeze_mm_vision_tower": true,
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"use_cache": true,
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"use_mm_proj": true,
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"vocab_size": 32000
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}
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.ipynb_checkpoints/generation_config-checkpoint.json
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{
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"_from_model_config": true,
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"bos_token_id": 1,
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"eos_token_id": 2,
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"pad_token_id": 32001,
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"transformers_version": "4.36.2"
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}
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.ipynb_checkpoints/preprocessor_config-checkpoint.json
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{
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"crop_size": {
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"height": 336,
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"width": 336
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},
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"do_center_crop": true,
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"do_convert_rgb": true,
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"do_normalize": true,
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"do_rescale": true,
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"do_resize": true,
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"image_mean": [
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0.48145466,
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0.4578275,
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],
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"image_processor_type": "CLIPImageProcessor",
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"image_std": [
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0.26862954,
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],
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"processor_class": "LlavaProcessor",
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"resample": 3,
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"rescale_factor": 0.00392156862745098,
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"size": {
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"shortest_edge": 336
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.ipynb_checkpoints/special_tokens_map-checkpoint.json
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{
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"bos_token": {
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"content": "<s>",
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"lstrip": false,
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"normalized": false,
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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": "</s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"unk_token": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": {
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"content": "<pad>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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.ipynb_checkpoints/tokenizer-checkpoint.json
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.ipynb_checkpoints/tokenizer_config-checkpoint.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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"added_tokens_decoder": {
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"0": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": false,
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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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"1": {
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"content": "<s>",
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"lstrip": false,
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"normalized": false,
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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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"2": {
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"content": "</s>",
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"lstrip": false,
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"normalized": false,
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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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"32000": {
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"content": "<image>",
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"lstrip": false,
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"normalized": false,
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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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"32001": {
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"content": "<pad>",
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"lstrip": false,
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"normalized": false,
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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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},
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"additional_special_tokens": [],
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"bos_token": "<s>",
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"chat_template": "{{ bos_token }}{% for message in messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if message['role'] == 'user' %}{{ '[INST] ' + message['content'] + ' [/INST]' }}{% elif message['role'] == 'assistant' %}{{ message['content'] + eos_token}}{% else %}{{ raise_exception('Only user and assistant roles are supported!') }}{% endif %}{% endfor %}",
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"clean_up_tokenization_spaces": false,
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"eos_token": "</s>",
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"legacy": false,
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"model_max_length": 4096,
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"pad_token": "<pad>",
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"padding_side": "right",
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"processor_class": "LlavaProcessor",
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"sp_model_kwargs": {},
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"spaces_between_special_tokens": false,
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"tokenizer_class": "LlamaTokenizer",
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"unk_token": "<unk>",
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"use_default_system_prompt": false
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}
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