---
title: MiniMax-M2.7-eagle-model-short
canonical_url: "https://www.modelscope.cn/models/Eco-Tech/MiniMax-M2.7-eagle-model-short"
md_url: "https://www.modelscope.cn/models/Eco-Tech/MiniMax-M2.7-eagle-model-short.md"
repository: Eco-Tech/MiniMax-M2.7-eagle-model-short
last_updated: 2026-06-04
license: "Apache License 2.0"
pipeline_tag: text-generation
tasks:
  - text-generation
architectures:
  - Eagle3DraftModel
base_model:
  - MiniMax/MiniMax-M2.7
  - Eco-Tech/MiniMax-M2.7-w8a8-QuaRot
base_model_relation: finetune
parameters: 1.3B
tensor_type:
  - BF16
library_name:
  - safetensors
  - pytorch
frameworks:
  - PyTorch
downloads: 340
stars: 0
---

# MiniMax-M2.7-eagle-model-short

> MiniMax-M2.7-eagle-model-short - Eco-Tech 在 ModelScope 开源的模型。Eco-Tech/MiniMax-M2.7-eagle-model-short

Eco-Tech/MiniMax-M2.7-eagle-model-short 是 ModelScope 魔搭社区上的 1.3B 参数text-generation模型，采用 Apache License 2.0 许可，基于 MiniMax/MiniMax-M2.7、Eco-Tech/MiniMax-M2.7-w8a8-QuaRot 构建。

- **Repository**: Eco-Tech/MiniMax-M2.7-eagle-model-short
- **License**: Apache License 2.0
- **Tasks**: text-generation
- **Parameters**: 1.3B
- **Base model**: MiniMax/MiniMax-M2.7, Eco-Tech/MiniMax-M2.7-w8a8-QuaRot
- **Downloads**: 340
- **Stars**: 0
- **Last updated**: 2026-06-04

Source: https://www.modelscope.cn/models/Eco-Tech/MiniMax-M2.7-eagle-model-short

---

# Eco-Tech/MiniMax-M2.7-eagle-model-short

## Model Overview
- **Verifier:** MiniMax/MiniMax-M2.7
- **Speculative Decoding Algorithm:** EAGLE-3
- **Model Architecture:** Eagle3Speculator
- **Release Date:** 04/06/2026
- **Version:** 0.5.0
- **Model Developers:** mindstudio

This is a speculator model designed for use with [MiniMax/MiniMax-M2.7](https://www.modelscope.cn/models/MiniMax/MiniMax-M2.7), based on the [EAGLE-3](https://arxiv.org/abs/2503.01840) speculative decoding algorithm.
This model should be used with the [MiniMax/MiniMax-M2.7](https://www.modelscope.cn/models/MiniMax/MiniMax-M2.7) chat template, specifically through the `v1/chat/completions` endpoint.


## Use with vLLM

```bash
  --speculative-config '{
    "model": "Eco-Tech/MiniMax-M2.7-eagle-model-short",
    "num_speculative_tokens": 3,
    "method": "eagle3"
  }'
```

## Evaluations

<h3>Acceptance lengths</h3>
<table>
  <thead>
    <tr>
      <th>Dataset</th>
      <th>gsm8k</th>
      <th>HumanEval</th>
      <th>aime2025</th>
      <th>中文</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td>Acceptance lengths</td>
      <td>3.27</td>
      <td>2.91</td>
      <td>2.72</td>
      <td>2.61</td>
    </tr>
  </tbody>
</table>