DeepSeek-V3.1-Terminus-GGUF

<div> <p style="margin-bottom: 0; margin-top: 0;"> <strong>Learn how to run DeepSeek-V3.1 Terminus correctly - <a href="https://docs.unsloth.ai/basics/deepseek-v3.1">Read our Guide</a>.</strong> </p> <p style="margin-top: 0;margin-bottom: 0;"> See how DeepSeek-V3.1 Dynamic 3-bit GGUF scores <a href="https://docs.unsloth.ai/new/unsloth-dynamic-ggufs-on-aider-polyglot">75.6% on Aider Polyglot here</a>. </p> <div style="display: flex; gap: 5px; align-items: center; margin-bottom: 0; "> <a href="https://github.com/unslothai/unsloth/"> <img src="https://github.com/unslothai/unsloth/raw/main/images/unsloth%20new%20logo.png" width="133"> </a> <a href="https://discord.gg/unsloth"> <img src="https://github.com/unslothai/unsloth/raw/main/images/Discord%20button.png" width="173"> </a> <a href="https://docs.unsloth.ai/basics/deepseek-v3.1-how-to-run-locally"> <img src="https://raw.githubusercontent.com/unslothai/unsloth/refs/heads/main/images/documentation%20green%20button.png" width="143"> </a> </div> <p style="margin-bottom: 0; margin-top: 0;"> <a href="https://docs.unsloth.ai/new/unsloth-dynamic-ggufs-on-aider-polyglot"> <img src="https://cdn-uploads.huggingface.co/production/uploads/65fd82a0493ef28bc303a7eb/TtlsSs8Rv8dg559s7KDzi.png" width="500"> </a> </p> <a href="https://docs.unsloth.ai/new/unsloth-dynamic-ggufs-on-aider-polyglot"> <img src="https://cdn-uploads.huggingface.co/production/uploads/65fd82a0493ef28bc303a7eb/mNws-fQa75mfakQEo2zNV.png" width="500"> </a> </p> <h1 style="margin-top: 0rem;">🐋 DeepSeek-V3.1-Terminus Usage Guidelines</h1>

These quants include our Unsloth chat template fixes, specifically for llama.cpp supported backends.

• You must use --jinja for llama.cpp quants
• Set the temperature ~0.6 (recommended) and Top_P value of 0.95 (recommended)
• UD-Q2_K_XL (247GB) is recommended
• For complete detailed instructions, see our guide: unsloth.ai/blog/deepseek-v3.1

<br> </div>

DeepSeek-V3.1-Terminus

<!-- markdownlint-disable first-line-h1 --> <!-- markdownlint-disable html --> <!-- markdownlint-disable no-duplicate-header --> <div align="center"> <img src="https://github.com/deepseek-ai/DeepSeek-V2/blob/main/figures/logo.svg?raw=true" width="60%" alt="DeepSeek-V3" /> </div> <hr> <div align="center" style="line-height: 1;"> <a href="https://www.deepseek.com/" target="_blank" style="margin: 2px;"> <img alt="Homepage" src="https://github.com/deepseek-ai/DeepSeek-V2/blob/main/figures/badge.svg?raw=true" style="display: inline-block; vertical-align: middle;"/> </a> <a href="https://chat.deepseek.com/" target="_blank" style="margin: 2px;"> <img alt="Chat" src="https://img.shields.io/badge/🤖%20Chat-DeepSeek%20V3-536af5?color=536af5&logoColor=white" style="display: inline-block; vertical-align: middle;"/> </a> <a href="https://huggingface.co/deepseek-ai" target="_blank" style="margin: 2px;"> <img alt="Hugging Face" src="https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-DeepSeek%20AI-ffc107?color=ffc107&logoColor=white" style="display: inline-block; vertical-align: middle;"/> </a> </div> <div align="center" style="line-height: 1;"> <a href="https://discord.gg/Tc7c45Zzu5" target="_blank" style="margin: 2px;"> <img alt="Discord" src="https://img.shields.io/badge/Discord-DeepSeek%20AI-7289da?logo=discord&logoColor=white&color=7289da" style="display: inline-block; vertical-align: middle;"/> </a> <a href="https://github.com/deepseek-ai/DeepSeek-V2/blob/main/figures/qr.jpeg?raw=true" target="_blank" style="margin: 2px;"> <img alt="Wechat" src="https://img.shields.io/badge/WeChat-DeepSeek%20AI-brightgreen?logo=wechat&logoColor=white" style="display: inline-block; vertical-align: middle;"/> </a> <a href="https://twitter.com/deepseek_ai" target="_blank" style="margin: 2px;"> <img alt="Twitter Follow" src="https://img.shields.io/badge/Twitter-deepseek_ai-white?logo=x&logoColor=white" style="display: inline-block; vertical-align: middle;"/> </a> </div> <div align="center" style="line-height: 1;"> <a href="LICENSE" style="margin: 2px;"> <img alt="License" src="https://img.shields.io/badge/License-MIT-f5de53?&color=f5de53" style="display: inline-block; vertical-align: middle;"/> </a> </div>

Introduction

This update maintains the model's original capabilities while addressing issues reported by users, including:

• Language consistency: Reducing instances of mixed Chinese-English text and occasional abnormal characters;
• Agent capabilities: Further optimizing the performance of the Code Agent and Search Agent.

The template and tool-set of search agent have been updated, which is shown in assets/search_tool_trajectory.html.

How to Run Locally

The model structure of DeepSeek-V3.1-Terminus is the same as DeepSeek-V3. Please visit DeepSeek-V3 repo for more information about running this model locally.

For the model's chat template other than search agent, please refer to the DeepSeek-V3.1 repo.

Here we also provide an updated inference demo code in the inference folder to help the community get started with running our model and understand the details of model architecture.

NOTE: In the current model checkpoint, the parameters of self_attn.o_proj do not conform to the UE8M0 FP8 scale data format. This is a known issue and will be corrected in future model releases.

License

This repository and the model weights are licensed under the MIT License.

Citation

@misc{deepseekai2024deepseekv3technicalreport,
      title={DeepSeek-V3 Technical Report}, 
      author={DeepSeek-AI},
      year={2024},
      eprint={2412.19437},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2412.19437}, 
}

Contact

If you have any questions, please raise an issue or contact us at [email protected].