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**Reason for Change**: add qwen2.5 coder proposal --------- Signed-off-by: jerryzhuang <zhuangqhc@gmail.com>
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title: Proposal for new model support | ||
authors: | ||
- "Qinghui Zhuang" | ||
reviewers: | ||
- "Kaito contributor" | ||
creation-date: 2025-01-03 | ||
last-updated: 2025-01-03 | ||
status: provisional | ||
--- | ||
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# Title | ||
Add Qwen 2.5 Coder to Kaito supported model list | ||
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## Glossary | ||
N/A | ||
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## Summary | ||
- **Model description**: Qwen2.5-Coder is the latest series of Code-Specific Qwen large language models (formerly known as CodeQwen). It brings significantly improvements in code generation, code reasoning and code fixing with long-context support up to 128K tokens. For more information, refer to the [Qwen2.5 Documentation](https://qwenlm.github.io/blog/qwen2.5/) and access the model on [Hugging Face](https://huggingface.co/Qwen/Qwen2.5-Coder-7B-Instruct). | ||
- **Model usage statistics**: In the past month, Qwen2.5-Coder-7B-Instruct has garnered 118,568 downloads on Hugging Face, reflecting its widespread popularity. Google Trends data shows a high level of search interest in <!-- markdown-link-check-disable --> ["qwen2.5"](https://trends.google.com/trends/explore?q=qwen2.5), <!-- markdown-link-check-enable --> indicating strong market curiosity. | ||
- **Model license**: Qwen2.5-Coder series is distributed under the Apache 2.0 license, ensuring broad usability and modification rights. | ||
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## Requirements | ||
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The following table describes the basic model characteristics and the resource requirements of running it. | ||
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| Field | Notes| | ||
|----|----| | ||
| Family name| Qwen 2.5 Coder| | ||
| Type| `text-generation` | | ||
| Download site| https://huggingface.co/Qwen/Qwen2.5-Coder-7B-Instruct | | ||
| Version| 0eb6b1ed2d0c4306bc637d09ecef51e59d3dfe05 | | ||
| Storage size| 100GB | | ||
| GPU count| 1 GPU | | ||
| Total GPU memory| 24 GB | | ||
| Per GPU memory | `N/A` | | ||
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## Runtimes | ||
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This section describes how to configure the runtime framework to support the inference calls. | ||
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| Options | Notes| | ||
|----|----| | ||
| Runtime | Huggingface Transformer | | ||
| Distributed Inference| False | | ||
| Custom configurations| Precision: BF16. Can run on one machine with 24 GB of GPU memory. | | ||
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# History | ||
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- [x] 03/01/2025: Open proposal PR. |