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llava-v1.5-7b_vicuna
nnethercott/llava-v1.5-7b_vicuna
llava-v1.5-7b_vicuna is a text generation model from nnethercott. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as llama2.
Motivation This models contains the fine-tuned weights from liuhaotian/llava-v1.5-7b so LLM benchmarking can be done.
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- llama2
- Model type
- llama
- Access
- Public
- Created
- Feb 25, 2024
- Updated
- Mar 6, 2024
- SHA
- 90639da0
Try a prompt
Model card
From the Hugging Face model README
Model details
Motivation
This models contains the fine-tuned weights from liuhaotian/llava-v1.5-7b so LLM benchmarking can be done.
Model type: LLaVA is an open-source chatbot trained by fine-tuning LLaMA/Vicuna on GPT-generated multimodal instruction-following data. It is an auto-regressive language model, based on the transformer architecture.
License
Llama 2 is licensed under the LLAMA 2 Community License, Copyright (c) Meta Platforms, Inc. All Rights Reserved.
Training dataset
- 558K filtered image-text pairs from LAION/CC/SBU, captioned by BLIP.
- 158K GPT-generated multimodal instruction-following data.
- 450K academic-task-oriented VQA data mixture.
- 40K ShareGPT data.
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 52.28 |
| AI2 Reasoning Challenge (25-Shot) | 52.65 |
| HellaSwag (10-Shot) | 76.09 |
| MMLU (5-Shot) | 51.68 |
| TruthfulQA (0-shot) | 45.86 |
| Winogrande (5-shot) | 72.06 |
| GSM8k (5-shot) | 15.31 |
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- llama2
- Created
- Feb 25, 2024
- Updated
- Mar 6, 2024