| | --- |
| | base_model: openchat/openchat_3.5 |
| | inference: false |
| | license: apache-2.0 |
| | model_creator: OpenChat |
| | model_name: OpenChat 3.5 7B |
| | model_type: mistral |
| | pipeline_tag: text-generation |
| | quantized_by: Second State Inc. |
| | tags: |
| | - openchat |
| | --- |
| | |
| | <!-- header start --> |
| | <!-- 200823 --> |
| | <div style="width: auto; margin-left: auto; margin-right: auto"> |
| | <img src="https://github.com/LlamaEdge/LlamaEdge/raw/dev/assets/logo.svg" style="width: 100%; min-width: 400px; display: block; margin: auto;"> |
| | </div> |
| | <hr style="margin-top: 1.0em; margin-bottom: 1.0em;"> |
| | <!-- header end --> |
| |
|
| | # OpenChat-3.5-GGUF |
| |
|
| | ## Original Model |
| |
|
| | [openchat/openchat_3.5](https://huggingface.co/openchat/openchat_3.5) |
| |
|
| | ## Run with LlamaEdge |
| |
|
| | - LlamaEdge version: [v0.2.8](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.2.8) and above |
| |
|
| | - Prompt template |
| |
|
| | - Prompt type: `openchat` |
| |
|
| | - Prompt string |
| |
|
| | ```text |
| | GPT4 User: {prompt}<|end_of_turn|>GPT4 Assistant: |
| | ``` |
| | |
| | - Reverse prompt: `<|end_of_turn|>` |
| |
|
| | - Context size: `4096` |
| |
|
| | - Run as LlamaEdge service |
| |
|
| | ```bash |
| | wasmedge --dir .:. --nn-preload default:GGML:AUTO:openchat-3.5-0106-Q5_K_M.gguf llama-api-server.wasm -p openchat -r '<|end_of_turn|>' |
| | ``` |
| |
|
| | - Run as LlamaEdge command app |
| |
|
| | ```bash |
| | wasmedge --dir .:. --nn-preload default:GGML:AUTO:openchat_3.5.Q5_K_M.gguf llama-chat.wasm -p openchat -r '<|end_of_turn|>' |
| | ``` |
| |
|
| | ## Quantized GGUF Models |
| |
|
| | | Name | Quant method | Bits | Size | Use case | |
| | | ---- | ---- | ---- | ---- | ----- | |
| | | [openchat_3.5-Q2_K.gguf](https://huggingface.co/second-state/OpenChat-3.5-GGUF/blob/main/openchat_3.5-Q2_K.gguf) | Q2_K | 2 | 2.72 GB| smallest, significant quality loss - not recommended for most purposes | |
| | | [openchat_3.5-Q3_K_L.gguf](https://huggingface.co/second-state/OpenChat-3.5-GGUF/blob/main/openchat_3.5-Q3_K_L.gguf) | Q3_K_L | 3 | 3.82 GB| small, substantial quality loss | |
| | | [openchat_3.5-Q3_K_M.gguf](https://huggingface.co/second-state/OpenChat-3.5-GGUF/blob/main/openchat_3.5-Q3_K_M.gguf) | Q3_K_M | 3 | 3.52 GB| very small, high quality loss | |
| | | [openchat_3.5-Q3_K_S.gguf](https://huggingface.co/second-state/OpenChat-3.5-GGUF/blob/main/openchat_3.5-Q3_K_S.gguf) | Q3_K_S | 3 | 3.16 GB| very small, high quality loss | |
| | | [openchat_3.5-Q4_0.gguf](https://huggingface.co/second-state/OpenChat-3.5-GGUF/blob/main/openchat_3.5-Q4_0.gguf) | Q4_0 | 4 | 4.11 GB| legacy; small, very high quality loss - prefer using Q3_K_M | |
| | | [openchat_3.5-Q4_K_M.gguf](https://huggingface.co/second-state/OpenChat-3.5-GGUF/blob/main/openchat_3.5-Q4_K_M.gguf) | Q4_K_M | 4 | 4.37 GB| medium, balanced quality - recommended | |
| | | [openchat_3.5-Q4_K_S.gguf](https://huggingface.co/second-state/OpenChat-3.5-GGUF/blob/main/openchat_3.5-Q4_K_S.gguf) | Q4_K_S | 4 | 4.14 GB| small, greater quality loss | |
| | | [openchat_3.5-Q5_0.gguf](https://huggingface.co/second-state/OpenChat-3.5-GGUF/blob/main/openchat_3.5-Q5_0.gguf) | Q5_0 | 5 | 5.00 GB| legacy; medium, balanced quality - prefer using Q4_K_M | |
| | | [openchat_3.5-Q5_K_M.gguf](https://huggingface.co/second-state/OpenChat-3.5-GGUF/blob/main/openchat_3.5-Q5_K_M.gguf) | Q5_K_M | 5 | 5.13 GB| large, very low quality loss - recommended | |
| | | [openchat_3.5-Q5_K_S.gguf](https://huggingface.co/second-state/OpenChat-3.5-GGUF/blob/main/openchat_3.5-Q5_K_S.gguf) | Q5_K_S | 5 | 5.00 GB| large, low quality loss - recommended | |
| | | [openchat_3.5-Q6_K.gguf](https://huggingface.co/second-state/OpenChat-3.5-GGUF/blob/main/openchat_3.5-Q6_K.gguf) | Q6_K | 6 | 5.94 GB| very large, extremely low quality loss | |
| | | [openchat_3.5-Q8_0.gguf](https://huggingface.co/second-state/OpenChat-3.5-GGUF/blob/main/openchat_3.5-Q8_0.gguf) | Q8_0 | 8 | 7.70 GB| very large, extremely low quality loss - not recommended | |
| | |
