---
license: mit
pipeline_tag: text-generation
tags:
- code
- deepseek_v3
- qwen
- int4
- conversational
base_model:
- deepseek-ai/DeepSeek-R1-Distill-Qwen-32B
---

# DeepSeek-R1-Distill-Qwen-32B-AWQ wint4

Distillation of DeepSeek-R1 to Qwen 32B, quantized using AWQ to wint4. It fits on any 24GB VRAM GPU or 32GB URAM device!

## MMLU-PRO

The MMLU-PRO dataset evaluates subjects across 14 distinct fields using a 5-shot accuracy measurement. Each task assesses models following the methodology of the original MMLU implementation, with each having ten possible choices.

### Measure

- **Accuracy**: Evaluated as "exact_match"

### Shots

- **Shots**: 5-shot

### Tasks

| Tasks            | Filter        | n-shot | Metric      | Value  | Stderr |
|------------------|---------------|--------|-------------|--------|--------|
| mmlu_pro         | custom-extract|        | exact_match | 0.5875 | 0.0044 |
| biology          | custom-extract| 5      | exact_match | 0.7978 | 0.0150 |
| business         | custom-extract| 5      | exact_match | 0.5982 | 0.0175 |
| chemistry        | custom-extract| 5      | exact_match | 0.4691 | 0.0148 |
| computer_science | custom-extract| 5      | exact_match | 0.6122 | 0.0241 |
| economics        | custom-extract| 5      | exact_match | 0.7346 | 0.0152 |
| engineering      | custom-extract| 5      | exact_match | 0.3891 | 0.0157 |
| health           | custom-extract| 5      | exact_match | 0.6345 | 0.0168 |
| history          | custom-extract| 5      | exact_match | 0.6168 | 0.0249 |
| law              | custom-extract| 5      | exact_match | 0.4596 | 0.0150 |
| math             | custom-extract| 5      | exact_match | 0.6425 | 0.0130 |
| other            | custom-extract| 5      | exact_match | 0.6223 | 0.0160 |
| philosophy       | custom-extract| 5      | exact_match | 0.5731 | 0.0222 |
| physics          | custom-extract| 5      | exact_match | 0.5073 | 0.0139 |
| psychology       | custom-extract| 5      | exact_match | 0.7494 | 0.0154 |

### Groups

| Groups   | Filter        | n-shot | Metric      | Value  | Stderr |
|----------|---------------|--------|-------------|--------|--------|
| mmlu_pro | custom-extract|        | exact_match | 0.5875 | 0.0044 |