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# SOLAR-10.7B-Instruct-v1.0-GGUF

## Original Model

[upstage/SOLAR-10.7B-Instruct-v1.0](https://huggingface.co/upstage/SOLAR-10.7B-Instruct-v1.0)

## Run with LlamaEdge

- LlamaEdge version: [v0.2.8](https://github.com/second-state/LlamaEdge/releases/tag/0.2.8) and above

- Prompt template

  - Prompt type: `solar-instruct`

  - Prompt string

    ```text
    \### User:
    {prompt}

    \### Assistant:
    ```

    Note that the `\` character is used to escape the `###` in the prompt string. Remove it in the practical use.

- Run as LlamaEdge service

  ```bash
  wasmedge --dir .:. --nn-preload default:GGML:AUTO:solar-10.7b-instruct-v1.0.Q5_K_M.gguf llama-api-server.wasm -p solar-instruct
  ```

- Run as LlamaEdge command app

  ```bash
  wasmedge --dir .:. --nn-preload default:GGML:AUTO:solar-10.7b-instruct-v1.0.Q5_K_M.gguf llama-chat.wasm -p solar-instruct

  ```

## Quantized GGUF Models

| Name | Quant method | Bits | Size | Use case |
| ---- | ---- | ---- | ---- | ----- |
| [SOLAR-10.7B-Instruct-v1.0-Q2_K.gguf](https://huggingface.co/second-state/SOLAR-10.7B-Instruct-v1.0-GGUF/blob/main/SOLAR-10.7B-Instruct-v1.0-Q2_K.gguf)     | Q2_K   | 2 | 4.55 GB| smallest, significant quality loss - not recommended for most purposes |
| [SOLAR-10.7B-Instruct-v1.0-Q3_K_L.gguf](https://huggingface.co/second-state/SOLAR-10.7B-Instruct-v1.0-GGUF/blob/main/SOLAR-10.7B-Instruct-v1.0-Q3_K_L.gguf) | Q3_K_L | 3 | 5.65 GB| small, substantial quality loss |
| [SOLAR-10.7B-Instruct-v1.0-Q3_K_M.gguf](https://huggingface.co/second-state/SOLAR-10.7B-Instruct-v1.0-GGUF/blob/main/SOLAR-10.7B-Instruct-v1.0-Q3_K_M.gguf) | Q3_K_M | 3 | 5.19 GB| very small, high quality loss |
| [SOLAR-10.7B-Instruct-v1.0-Q3_K_S.gguf](https://huggingface.co/second-state/SOLAR-10.7B-Instruct-v1.0-GGUF/blob/main/SOLAR-10.7B-Instruct-v1.0-Q3_K_S.gguf) | Q3_K_S | 3 | 4.66 GB| very small, high quality loss |
| [SOLAR-10.7B-Instruct-v1.0-Q4_0.gguf](https://huggingface.co/second-state/SOLAR-10.7B-Instruct-v1.0-GGUF/blob/main/SOLAR-10.7B-Instruct-v1.0-Q4_0.gguf)     | Q4_0   | 4 | 6.07 GB| legacy; small, very high quality loss - prefer using Q3_K_M |
| [SOLAR-10.7B-Instruct-v1.0-Q4_K_M.gguf](https://huggingface.co/second-state/SOLAR-10.7B-Instruct-v1.0-GGUF/blob/main/SOLAR-10.7B-Instruct-v1.0-Q4_K_M.gguf) | Q4_K_M | 4 | 6.46 GB| medium, balanced quality - recommended |
| [SOLAR-10.7B-Instruct-v1.0-Q4_K_S.gguf](https://huggingface.co/second-state/SOLAR-10.7B-Instruct-v1.0-GGUF/blob/main/SOLAR-10.7B-Instruct-v1.0-Q4_K_S.gguf) | Q4_K_S | 4 | 6.1 GB| small, greater quality loss |
| [SOLAR-10.7B-Instruct-v1.0-Q5_0.gguf](https://huggingface.co/second-state/SOLAR-10.7B-Instruct-v1.0-GGUF/blob/main/SOLAR-10.7B-Instruct-v1.0-Q5_0.gguf)     | Q5_0   | 5 | 7.4 GB| legacy; medium, balanced quality - prefer using Q4_K_M |
| [SOLAR-10.7B-Instruct-v1.0-Q5_K_M.gguf](https://huggingface.co/second-state/SOLAR-10.7B-Instruct-v1.0-GGUF/blob/main/SOLAR-10.7B-Instruct-v1.0-Q5_K_M.gguf) | Q5_K_M | 5 | 7.6 GB| large, very low quality loss - recommended |
| [SOLAR-10.7B-Instruct-v1.0-Q5_K_S.gguf](https://huggingface.co/second-state/SOLAR-10.7B-Instruct-v1.0-GGUF/blob/main/SOLAR-10.7B-Instruct-v1.0-Q5_K_S.gguf) | Q5_K_S | 5 | 7.4 GB| large, low quality loss - recommended |
| [SOLAR-10.7B-Instruct-v1.0-Q6_K.gguf](https://huggingface.co/second-state/SOLAR-10.7B-Instruct-v1.0-GGUF/blob/main/SOLAR-10.7B-Instruct-v1.0-Q6_K.gguf)     | Q6_K   | 6 | 8.81 GB| very large, extremely low quality loss |
| [SOLAR-10.7B-Instruct-v1.0-Q8_0.gguf](https://huggingface.co/second-state/SOLAR-10.7B-Instruct-v1.0-GGUF/blob/main/SOLAR-10.7B-Instruct-v1.0-Q8_0.gguf)     | Q8_0   | 8 | 11.4 GB| very large, extremely low quality loss - not recommended |

{"language": ["en"], "license": "cc-by-nc-4.0", "library_name": "transformers", "datasets": ["c-s-ale/alpaca-gpt4-data", "Open-Orca/OpenOrca", "Intel/orca_dpo_pairs", "allenai/ultrafeedback_binarized_cleaned"], "model_name": "Solar 10.7B Instruct v1.0", "base_model": "upstage/SOLAR-10.7B-Instruct-v1.0", "inference": false, "model_creator": "upstage", "model_type": "solar", "pipeline_tag": "text-generation", "quantized_by": "Second State Inc."}
transformers gguf text-generation en dataset:c-s-ale/alpaca-gpt4-data dataset:Open-Orca/OpenOrca dataset:Intel/orca_dpo_pairs dataset:allenai/ultrafeedback_binarized_cleaned base_model:upstage/SOLAR-10.7B-Instruct-v1.0 license:cc-by-nc-4.0 region:us