It might work better if I include the model too DUHHH
Browse files- README.md +71 -0
- config.json +40 -0
- generation_config.json +6 -0
- mm_projector.bin +3 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +24 -0
- tokenizer.json +0 -0
- tokenizer_config.json +237 -0
- trainer_state.json +0 -0
- training_args.bin +3 -0
README.md
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---
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license: cc-by-sa-4.0
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language:
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- en
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tags:
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- Multimodal
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- StableLM
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datasets:
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- LDJnr/Capybara
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- LDJnr/LessWrong-Amplify-Instruct
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- LDJnr/Pure-Dove
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- LDJnr/Verified-Camel
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---
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# Obsidian: Worlds smallest multi-modal LLM. First multi-modal model in size 3B
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## Model Name: Obsidian-3B-V0.5
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Obsidian is a brand new series of Multimodal Language Models. This first project is led by Quan N. and Luigi D.(LDJ).
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Obsidian-3B-V0.5 is a multi-modal AI model that has vision! it's smarts are built on [Capybara-3B-V1.9](https://huggingface.co/NousResearch/Capybara-3B-V1.9) based on [StableLM-3B-4e1t](https://huggingface.co/stabilityai/stablelm-3b-4e1t). Capybara-3B-V1.9 achieves state-of-the-art performance when compared to model with similar size, even beats some 7B models.
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Current finetuning and inference code is available on our GitHub repo: [Here](https://github.com/NousResearch/Obsidian)
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## Acknowledgement
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Obsidian-3B-V0.5 was developed and finetuned by [Nous Research](https://huggingface.co/NousResearch), in collaboration with [Virtual Interactive](https://huggingface.co/vilm).
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Special thank you to **LDJ** for the wonderful Capybara dataset, and **qnguyen3** for the model training procedure.
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## Model Training
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Obsidian-3B-V0.5 followed the same training procedure as LLaVA 1.5
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## Prompt Format
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The model followed ChatML format. However, with `###` as the seperator
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```
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<|im_start|>user
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What is this sign about?\n<image>
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###
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<|im_start|>assistant
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The sign is about bullying, and it is placed on a black background with a red background.
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###
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```
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## Benchmarks
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Coming Soon!
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Citation:
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```
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@article{nguyen2023Obsidian-3B,
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title={Obsidian-3B: First Multi-modal below 7B Parameters.},
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author={Nguyen, Quan and Daniele},
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journal={HuggingFace:https://huggingface.co/NousResearch/Obsidian-3B-V0.5},
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year={2023}
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}
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```
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Acknowledgements:
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```
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@article{daniele2023amplify-instruct,
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title={Amplify-Instruct: Synthetically Generated Diverse Multi-turn Conversations for Effecient LLM Training.},
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author={Daniele, Luigi and Suphavadeeprasit},
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journal={arXiv preprint arXiv:(comming soon)},
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year={2023}
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}
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```
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config.json
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{
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"_name_or_path": "NousResearch/Obsidian-3B-V0.5",
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"architectures": [
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"LlavaStableLMEpochForCausalLM"
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],
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"bos_token_id": 0,
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"eos_token_id": 0,
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"freeze_mm_mlp_adapter": false,
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"hidden_act": "silu",
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"hidden_size": 2560,
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"image_aspect_ratio": "pad",
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"image_grid_pinpoints": null,
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"initializer_range": 0.02,
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"intermediate_size": 6912,
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"max_position_embeddings": 4096,
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"mm_hidden_size": 1024,
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"mm_projector_type": "mlp2x_gelu",
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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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"model_type": "llava_stablelm_epoch",
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"norm_eps": 1e-05,
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"rms_norm_eps": 1e-05,
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"num_attention_heads": 32,
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"num_heads": 32,
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"num_hidden_layers": 32,
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"num_key_value_heads": 32,
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"rope_pct": 0.25,
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"rope_theta": 10000,
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"rotary_scaling_factor": 1.0,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.34.1",
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"tune_mm_mlp_adapter": false,
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"use_cache": true,
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"use_mm_proj": true,
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"vocab_size": 50304
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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": 0,
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"eos_token_id": 0,
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"transformers_version": "4.34.1"
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}
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mm_projector.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:67836e202ca22f809c2a8b5117cc774e1119770e35ce37a6ed53d05e22ae0de6
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size 18362424
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:7c2a1f8f626c586ee15139590c7b63768ed3b3c756b12892be8466a2d050b3ca
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size 6216525942
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special_tokens_map.json
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tokenizer.json
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See raw diff
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tokenizer_config.json
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trainer_state.json
ADDED
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|
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 7224
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