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--- |
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base_model: upstage/SOLAR-10.7B-Instruct-v1.0 |
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inference: false |
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library_name: transformers |
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license: cc-by-nc-4.0 |
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model_creator: upstage |
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model_name: Solar 10.7B Instruct v1.0 |
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model_type: solar |
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datasets: |
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- c-s-ale/alpaca-gpt4-data |
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- Open-Orca/OpenOrca |
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- Intel/orca_dpo_pairs |
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- allenai/ultrafeedback_binarized_cleaned |
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language: |
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- en |
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pipeline_tag: text-generation |
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quantized_by: Second State Inc. |
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--- |
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<!-- header start --> |
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<!-- 200823 --> |
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<div style="width: auto; margin-left: auto; margin-right: auto"> |
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<img src="https://github.com/second-state/LlamaEdge/raw/dev/assets/logo.svg" style="width: 100%; min-width: 400px; display: block; margin: auto;"> |
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</div> |
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<hr style="margin-top: 1.0em; margin-bottom: 1.0em;"> |
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<!-- header end --> |
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# SOLAR-10.7B-Instruct-v1.0-GGUF |
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## Original Model |
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[upstage/SOLAR-10.7B-Instruct-v1.0](https://huggingface.co/upstage/SOLAR-10.7B-Instruct-v1.0) |
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## Run with LlamaEdge |
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- LlamaEdge version: [v0.2.4](https://github.com/second-state/LlamaEdge/releases/tag/0.2.4) |
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- Prompt template |
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- Prompt type: `solar-instruct` |
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- Prompt string |
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```text |
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\### User: |
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{prompt} |
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\### Assistant: |
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``` |
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Note that the `\` character is used to escape the `###` in the prompt string. Remove it in the practical use. |
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- Run as LlamaEdge service |
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```bash |
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wasmedge --dir .:. --nn-preload default:GGML:AUTO:solar-10.7b-instruct-v1.0.Q5_K_M.gguf llama-api-server.wasm -p solar-instruct |
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``` |
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- Run as LlamaEdge command app |
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```bash |
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wasmedge --dir .:. --nn-preload default:GGML:AUTO:solar-10.7b-instruct-v1.0.Q5_K_M.gguf llama-chat.wasm -p solar-instruct |
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``` |
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## Quantized GGUF Models |
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| Name | Quant method | Bits | Size | Use case | |
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| ---- | ---- | ---- | ---- | ----- | |
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| [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 | |
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| [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 | |
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| [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 | |
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| [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 | |
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| [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 | |
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| [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 | |
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| [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 | |
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| [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 | |
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| [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 | |
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| [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 | |
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| [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 | |
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| [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 | |
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