Zack Zhiyuan Li
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README.md
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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-
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base_model: NexaAIDev/Octopus-v4
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inference: false
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model_creator: NexaAIDev
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quantized_by:
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tags:
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- function calling
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- on-device language model
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---
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# Octopus-
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## Original Model
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## Run with [Ollama](https://github.com/ollama/ollama)
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```json
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Query: Tell me the result of derivative of x^3 when x is 2?
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# <nexa_4> represents the math gpt.
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Response: <nexa_4> ('Determine the derivative of the function f(x) = x^3 at the point where x equals 2, and interpret the result within the context of rate of change and tangent slope.')<nexa_end>
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```
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### Dataset and Benchmark
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| Octopus-v4-Q8_0.gguf | Q8_0 | 8 | 3.78 GB | 50.10 | very large, good quality |
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| Octopus-v4-f16.gguf | f16 | 16 | 7.20 GB | 30.61 | extremely large |
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_Quantized with llama.cpp_
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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-V4-GGUF
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base_model: NexaAIDev/Octopus-v4
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inference: false
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model_creator: NexaAIDev
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quantized_by: Nexa AI, Inc.
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tags:
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- function calling
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- on-device language model
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- gguf
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- llama cpp
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---
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# Octopus V4-GGUF: Graph of language models
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<p align="center">
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- <a href="https://huggingface.co/NexaAIDev/Octopus-v4" target="_blank">Original Model</a>
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- <a href="https://www.nexa4ai.com/" target="_blank">Nexa AI Website</a>
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- <a href="https://github.com/NexaAI/octopus-v4" target="_blank">Octopus-v4 Github</a>
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- <a href="https://arxiv.org/abs/2404.19296" target="_blank">ArXiv</a>
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- <a href="https://huggingface.co/spaces/NexaAIDev/domain_llm_leaderboard" target="_blank">Domain LLM Leaderbaord</a>
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</p>
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<p align="center" width="100%">
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<a><img src="octopus-v4-logo.png" alt="nexa-octopus" style="width: 40%; min-width: 300px; display: block; margin: auto;"></a>
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</p>
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**Acknowledgement**:
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We sincerely thank our community members, [ThunderBeee](https://huggingface.co/ThunderBeee) and [ZY6](https://huggingface.co/ZY6), for their extraordinary contributions to this quantization effort. Please explore [Octopus-v4](https://huggingface.co/NexaAIDev/Octopus-v4) for our original huggingface model.
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## Run with [Ollama](https://github.com/ollama/ollama)
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```json
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Query: Tell me the result of derivative of x^3 when x is 2?
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Response: <nexa_4> ('Determine the derivative of the function f(x) = x^3 at the point where x equals 2, and interpret the result within the context of rate of change and tangent slope.')<nexa_end>
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```
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Note that `<nexa_4>` represents the math gpt.
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### Dataset and Benchmark
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| Octopus-v4-Q8_0.gguf | Q8_0 | 8 | 3.78 GB | 50.10 | very large, good quality |
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| Octopus-v4-f16.gguf | f16 | 16 | 7.20 GB | 30.61 | extremely large |
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_Quantized with llama.cpp_
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