--- base_model: liuhaotian/llava-v1.5-7b inference: false library_name: transformers license: llama2 model_creator: liuhaotian model_name: Llava v1.5 7B quantized_by: Second State Inc. ---

# Llava-v1.5-7B-GGUF ## Original Model [liuhaotian/llava-v1.5-7b](https://huggingface.co/liuhaotian/llava-v1.5-7b) ## Run with LlamaEdge - LlamaEdge version: comming soon - Prompt template - Prompt type: `vicuna-llava` - Prompt string ```text \nUSER:\n\nASSISTANT: ``` - Context size: `4096` - Run as LlamaEdge service ```bash wasmedge --dir .:. --nn-preload default:GGML:AUTO:llava-v1.5-7b-Q5_K_M.gguf llama-api-server.wasm -p vicuna-llava -c 2048 --llava-mmproj llava-v1.5-7b-mmproj-model-f16.gguf -m llava-v1.5 ``` ## Quantized GGUF Models | Name | Quant method | Bits | Size | Use case | | ---- | ---- | ---- | ---- | ----- | | [llava-v1.5-7b-Q2_K.gguf](https://huggingface.co/second-state/Llava-v1.5-7B-GGUF/blob/main/llava-v1.5-7b-Q2_K.gguf) | Q2_K | 2 | 2.53 GB| smallest, significant quality loss - not recommended for most purposes | | [llava-v1.5-7b-Q3_K_L.gguf](https://huggingface.co/second-state/Llava-v1.5-7B-GGUF/blob/main/llava-v1.5-7b-Q3_K_L.gguf) | Q3_K_L | 3 | 3.6 GB| small, substantial quality loss | | [llava-v1.5-7b-Q3_K_M.gguf](https://huggingface.co/second-state/Llava-v1.5-7B-GGUF/blob/main/llava-v1.5-7b-Q3_K_M.gguf) | Q3_K_M | 3 | 3.3 GB| very small, high quality loss | | [llava-v1.5-7b-Q3_K_S.gguf](https://huggingface.co/second-state/Llava-v1.5-7B-GGUF/blob/main/llava-v1.5-7b-Q3_K_S.gguf) | Q3_K_S | 3 | 2.95 GB| very small, high quality loss | | [llava-v1.5-7b-Q4_0.gguf](https://huggingface.co/second-state/Llava-v1.5-7B-GGUF/blob/main/llava-v1.5-7b-Q4_0.gguf) | Q4_0 | 4 | 3.83 GB| legacy; small, very high quality loss - prefer using Q3_K_M | | [llava-v1.5-7b-Q4_K_M.gguf](https://huggingface.co/second-state/Llava-v1.5-7B-GGUF/blob/main/llava-v1.5-7b-Q4_K_M.gguf) | Q4_K_M | 4 | 4.08 GB| medium, balanced quality - recommended | | [llava-v1.5-7b-Q4_K_S.gguf](https://huggingface.co/second-state/Llava-v1.5-7B-GGUF/blob/main/llava-v1.5-7b-Q4_K_S.gguf) | Q4_K_S | 4 | 3.86 GB| small, greater quality loss | | [llava-v1.5-7b-Q5_0.gguf](https://huggingface.co/second-state/Llava-v1.5-7B-GGUF/blob/main/llava-v1.5-7b-Q5_0.gguf) | Q5_0 | 5 | 4.65 GB| legacy; medium, balanced quality - prefer using Q4_K_M | | [llava-v1.5-7b-Q5_K_M.gguf](https://huggingface.co/second-state/Llava-v1.5-7B-GGUF/blob/main/llava-v1.5-7b-Q5_K_M.gguf) | Q5_K_M | 5 | 4.78 GB| large, very low quality loss - recommended | | [llava-v1.5-7b-Q5_K_S.gguf](https://huggingface.co/second-state/Llava-v1.5-7B-GGUF/blob/main/llava-v1.5-7b-Q5_K_S.gguf) | Q5_K_S | 5 | 4.65 GB| large, low quality loss - recommended | | [llava-v1.5-7b-Q6_K.gguf](https://huggingface.co/second-state/Llava-v1.5-7B-GGUF/blob/main/llava-v1.5-7b-Q6_K.gguf) | Q6_K | 6 | 5.53 GB| very large, extremely low quality loss | | [llava-v1.5-7b-Q8_0.gguf](https://huggingface.co/second-state/Llava-v1.5-7B-GGUF/blob/main/llava-v1.5-7b-Q8_0.gguf) | Q8_0 | 8 | 7.16 GB| very large, extremely low quality loss - not recommended | | [llava-v1.5-7b-mmproj-model-f16.gguf](https://huggingface.co/second-state/Llava-v1.5-7B-GGUF/blob/main/llava-v1.5-7b-mmproj-model-f16.gguf) | f16 | 8 | 624 MB| | *Quantized with llama.cpp b2230*