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--- |
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language: |
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- en |
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license: apache-2.0 |
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model_name: Octopus-V2-2B |
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base_model: NexaAIDev/Octopus-v2 |
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inference: false |
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model_creator: NexaAIDev |
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quantized_by: Second State Inc. |
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tags: |
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- function calling |
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- on-device language model |
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- android |
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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/LlamaEdge/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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# Octopus-v2-2B-GGUF |
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## Original Model |
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[NexaAIDev/Octopus-v2](https://huggingface.co/NexaAIDev/Octopus-v2) |
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## Run with LlamaEdge |
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- LlamaEdge version: [v0.8.1](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.8.1) and above |
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- Prompt template |
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- Prompt type: `octopus` |
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- Prompt string |
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```console |
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{system_prompt}\n\nQuery: {input_text} \n\nResponse: |
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``` |
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- Context size: `2048` |
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- Run as LlamaEdge service |
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```bash |
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wasmedge --dir .:. --nn-preload default:GGML:AUTO:Octopus-v2-Q5_K_M.gguf \ |
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llama-api-server.wasm \ |
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--prompt-template octopus \ |
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--ctx-size 2048 \ |
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--model-name octopus-v2 |
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``` |
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Example of a user request in json format: |
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```json |
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{ |
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"messages": [ |
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{ |
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"role": "system", |
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"content": "Below is the query from the users, please call the correct function and generate the parameters to call the function." |
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}, |
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{ |
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"role": "user", |
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"content": "Take a selfie for me with front camera" |
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} |
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], |
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"model": "octopus-v2", |
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"stream": false |
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} |
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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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| [Octopus-v2-Q2_K.gguf](https://huggingface.co/second-state/Octopus-v2-GGUF/blob/main/Octopus-v2-Q2_K.gguf) | Q2_K | 2 | 1.16 GB| smallest, significant quality loss - not recommended for most purposes | |
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| [Octopus-v2-Q3_K_L.gguf](https://huggingface.co/second-state/Octopus-v2-GGUF/blob/main/Octopus-v2-Q3_K_L.gguf) | Q3_K_L | 3 | 1.47 GB| small, substantial quality loss | |
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| [Octopus-v2-Q3_K_M.gguf](https://huggingface.co/second-state/Octopus-v2-GGUF/blob/main/Octopus-v2-Q3_K_M.gguf) | Q3_K_M | 3 | 1.38 GB| very small, high quality loss | |
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| [Octopus-v2-Q3_K_S.gguf](https://huggingface.co/second-state/Octopus-v2-GGUF/blob/main/Octopus-v2-Q3_K_S.gguf) | Q3_K_S | 3 | 1.29 GB| very small, high quality loss | |
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| [Octopus-v2-Q4_0.gguf](https://huggingface.co/second-state/Octopus-v2-GGUF/blob/main/Octopus-v2-Q4_0.gguf) | Q4_0 | 4 | 1.55 GB| legacy; small, very high quality loss - prefer using Q3_K_M | |
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| [Octopus-v2-Q4_K_M.gguf](https://huggingface.co/second-state/Octopus-v2-GGUF/blob/main/Octopus-v2-Q4_K_M.gguf) | Q4_K_M | 4 | 1.63 GB| medium, balanced quality - recommended | |
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| [Octopus-v2-Q4_K_S.gguf](https://huggingface.co/second-state/Octopus-v2-GGUF/blob/main/Octopus-v2-Q4_K_S.gguf) | Q4_K_S | 4 | 1.56 GB| small, greater quality loss | |
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| [Octopus-v2-Q5_0.gguf](https://huggingface.co/second-state/Octopus-v2-GGUF/blob/main/Octopus-v2-Q5_0.gguf) | Q5_0 | 5 | 1.8 GB| legacy; medium, balanced quality - prefer using Q4_K_M | |
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| [Octopus-v2-Q5_K_M.gguf](https://huggingface.co/second-state/Octopus-v2-GGUF/blob/main/Octopus-v2-Q5_K_M.gguf) | Q5_K_M | 5 | 1.84 GB| large, very low quality loss - recommended | |
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| [Octopus-v2-Q5_K_S.gguf](https://huggingface.co/second-state/Octopus-v2-GGUF/blob/main/Octopus-v2-Q5_K_S.gguf) | Q5_K_S | 5 | 1.8 GB| large, low quality loss - recommended | |
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| [Octopus-v2-Q6_K.gguf](https://huggingface.co/second-state/Octopus-v2-GGUF/blob/main/Octopus-v2-Q6_K.gguf) | Q6_K | 6 | 2.06 GB| very large, extremely low quality loss | |
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| [Octopus-v2-Q8_0.gguf](https://huggingface.co/second-state/Octopus-v2-GGUF/blob/main/Octopus-v2-Q8_0.gguf) | Q8_0 | 8 | 2.67 GB| very large, extremely low quality loss - not recommended | |
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| [Octopus-v2-f16.gguf](https://huggingface.co/second-state/Octopus-v2-GGUF/blob/main/Octopus-v2-f16.gguf) | f16 | 16 | 10 GB| | |
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*Quantized with llama.cpp b2589* |
