Update README.md

README.md

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 ---
+base_model: marianna13/llava-phi-2-3b
+language:
+- en
 license: mit
+library_name: transformers
+datasets:
+- liuhaotian/LLaVA-Instruct-150K
+- liuhaotian/LLaVA-Pretrain
 ---
+
+# GGUF Quantized LLaVa Phi-2 3B
+
+Original model from [marianna13/llava-phi-2-3b](https://huggingface.co/marianna13/llava-phi-2-3b).
+
+## Provided Files
+
+| Name | Quant method | Bits | Size | Max RAM required | Use case |
+| ---- | ---- | ---- | ---- | ---- | ----- |
+| [ggml-model-Q2_K.gguf](https://huggingface.co/kejcao/llava-phi-2-GGUF/blob/main/ggml-model-Q2_K.gguf) | Q2_K | 2 | 1.17 GB| 3.67 GB | smallest, significant quality loss - not recommended for most purposes |
+| [ggml-model-Q3_K_S.gguf](https://huggingface.co/kejcao/llava-phi-2-GGUF/blob/main/ggml-model-Q3_K_S.gguf) | Q3_K_S | 3 | 1.25 GB| 3.75 GB | very small, high quality loss |
+| [ggml-model-Q3_K_M.gguf](https://huggingface.co/kejcao/llava-phi-2-GGUF/blob/main/ggml-model-Q3_K_M.gguf) | Q3_K_M | 3 | 1.48 GB| 3.98 GB | very small, high quality loss |
+| [ggml-model-Q4_0.gguf](https://huggingface.co/kejcao/llava-phi-2-GGUF/blob/main/ggml-model-Q4_0.gguf) | Q4_0 | 4 | 1.60 GB| 4.10 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
+| [ggml-model-Q3_K_L.gguf](https://huggingface.co/kejcao/llava-phi-2-GGUF/blob/main/ggml-model-Q3_K_L.gguf) | Q3_K_L | 3 | 1.60 GB| 4.10 GB | small, substantial quality loss |
+| [ggml-model-Q4_K_S.gguf](https://huggingface.co/kejcao/llava-phi-2-GGUF/blob/main/ggml-model-Q4_K_S.gguf) | Q4_K_S | 4 | 1.62 GB| 4.12 GB | small, greater quality loss |
+| [ggml-model-Q4_K_M.gguf](https://huggingface.co/kejcao/llava-phi-2-GGUF/blob/main/ggml-model-Q4_K_M.gguf) | Q4_K_M | 4 | 1.79 GB| 4.29 GB | medium, balanced quality - recommended |
+| [ggml-model-Q5_0.gguf](https://huggingface.co/kejcao/llava-phi-2-GGUF/blob/main/ggml-model-Q5_0.gguf) | Q5_0 | 5 | 1.93 GB| 4.43 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
+| [ggml-model-Q5_K_S.gguf](https://huggingface.co/kejcao/llava-phi-2-GGUF/blob/main/ggml-model-Q5_K_S.gguf) | Q5_K_S | 5 | 1.93 GB| 4.43 GB | large, low quality loss - recommended |
+| [ggml-model-Q5_K_M.gguf](https://huggingface.co/kejcao/llava-phi-2-GGUF/blob/main/ggml-model-Q5_K_M.gguf) | Q5_K_M | 5 | 2.07 GB| 4.57 GB | large, very low quality loss - recommended |
+| [ggml-model-Q6_K.gguf](https://huggingface.co/kejcao/llava-phi-2-GGUF/blob/main/ggml-model-Q6_K.gguf) | Q6_K | 6 | 2.29 GB| 4.79 GB | very large, extremely low quality loss |
+| [ggml-model-Q8_0.gguf](https://huggingface.co/kejcao/llava-phi-2-GGUF/blob/main/ggml-model-Q8_0.gguf) | Q8_0 | 8 | 2.96 GB| 5.46 GB | very large, extremely low quality loss - not recommended |
+
+# ORIGINAL MODEL CARD
+
+# Model Card for LLaVa-Phi-2-3B
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+- **Developed by:** [LAION](https://laion.ai/), [SkunkworksAI](https://huggingface.co/SkunkworksAI) & [Ontocord](https://www.ontocord.ai/)
+- **Model type:** LLaVA is an open-source chatbot trained by fine-tuning Phi-2 on GPT-generated multimodal instruction-following data.
+It is an auto-regressive language model, based on the transformer architecture
+- **Finetuned from model:** [Phi-2](https://huggingface.co/microsoft/phi-2)
+- **License:** MIT
+- **Demo:** [llava-phi-2-3b-demo](https://huggingface.co/spaces/marianna13/llava-phi-2-3b-demo) 
+
+### Model Sources
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [BakLLaVa](https://github.com/SkunkworksAI/BakLLaVA)
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Benchmarks
+
+| Model | Parameters |SQA | GQA | TextVQA | POPE |
+| --- | --- | --- | --- | --- | --- |
+| [LLaVA-1.5](https://huggingface.co/liuhaotian/llava-v1.5-7b) |  7.3B | 68.0| **62.0** | **58.3** | 85.3 |
+| [MC-LLaVA-3B](https://huggingface.co/visheratin/MC-LLaVA-3b) | 3B | - | 49.6 | 38.59 | - |
+| [LLaVA-Phi](https://arxiv.org/pdf/2401.02330.pdf) | 3B | 68.4 | - | 48.6 | 85.0 |
+| [moondream1](https://huggingface.co/vikhyatk/moondream1) | 1.6B | - | 56.3 | 39.8 | - |
+| **llava-phi-2-3b** | 3B | **69.0** | 51.2 | 47.0 | **86.0** |
+
+### Image Captioning (MS COCO)
+
+| Model                                                    | BLEU_1 | BLEU_2 | BLEU_3 | BLEU_4 | METEOR | ROUGE_L | CIDEr | SPICE |
+| -------------------------------------------------------- | ------ | ------ | ------ | ------ | ------ | ------- | ----- | ----- |
+| llava-1.5-7b                                             | 75.8   | 59.8   | 45     | 33.3   | 29.4   | 57.7    | 108.8 | 23.5  |
+| **llava-phi-2-3b** | 67.7   | 50.5   | 35.7   | 24.2   | 27.0   | 52.4   | 85.0  | 20.7  |