---
title: eval-Hermes-4-14B-reasoning
canonical_url: "https://www.modelscope.cn/datasets/NousResearch/eval-Hermes-4-14B-reasoning"
md_url: "https://www.modelscope.cn/datasets/NousResearch/eval-Hermes-4-14B-reasoning.md"
repository: NousResearch/eval-Hermes-4-14B-reasoning
last_updated: 2025-09-07
license: "Apache License 2.0"
storage_size: "1.9 GB"
downloads: 193
stars: 0
---

# eval-Hermes-4-14B-reasoning

> eval-Hermes-4-14B-reasoning - NousResearch 在 ModelScope 开源的数据集。h4-14b-more-stage1-reasoning Evaluation Results

NousResearch/eval-Hermes-4-14B-reasoning 是 ModelScope 魔搭社区上的数据集，存储大小 1.9 GB，采用 Apache License 2.0 许可。

- **Repository**: NousResearch/eval-Hermes-4-14B-reasoning
- **License**: Apache License 2.0
- **Storage size**: 1.9 GB
- **Downloads**: 193
- **Stars**: 0
- **Last updated**: 2025-09-07

Source: https://www.modelscope.cn/datasets/NousResearch/eval-Hermes-4-14B-reasoning

---

# h4-14b-more-stage1-reasoning Evaluation Results

## Summary

| Benchmark | Score | Metric | Samples | Overlong rate |
|-----------|-------|--------|---------|---------------|
| aime24 | 0.554 | math_pass@1:64_samples | 64 | 0.1% |
| aime25 | 0.468 | math_pass@1:64_samples | 64 | 0.1% |
| arenahard | 0.830 | eval/overall_winrate | 500 | 0.0% |
| bbh_generative | 0.844 | extractive_match | 1 | 0.0% |
| creative-writing-v3 | 0.616 | creative_writing_score | 96 | 0.0% |
| drop_generative_nous | 0.845 | drop_acc | 1 | 0.0% |
| eqbench3 | 0.772 | eqbench_score | 135 | 0.0% |
| gpqa_diamond | 0.602 | gpqa_pass@1:8_samples | 8 | 0.2% |
| ifeval | 0.748 | inst_level_loose_acc | 1 | 0.4% |
| lcb-v6-aug2024+ | 0.425 | eval/pass_1 | 1 | 0.1% |
| math_500 | 0.911 | math_pass@1:4_samples | 4 | 0.1% |
| mmlu_generative | 0.841 | extractive_match | 1 | 0.0% |
| mmlu_pro | 0.743 | pass@1:1_samples | 1 | 0.0% |
| musr_generative | 0.668 | extractive_match | 1 | 0.0% |
| obqa_generative | 0.946 | extractive_match | 1 | 0.2% |
| rewardbench | 0.635 | eval/percent_correct | 1 | 0.1% |
| simpleqa_nous | 0.055 | fuzzy_match | 1 | 0.2% |

Overlong rate: 32 / 64,523 samples (0.0%) missing closing `</think>` tag

## Detailed Results

### aime24

| Metric | Score | Std Error |
|--------|-------|----------|
| math_pass@1:1_samples | 0.600 | 0.091 |
| math_pass@1:4_samples | 0.583 | 0.072 |
| math_pass@1:8_samples | 0.562 | 0.062 |
| math_pass@1:16_samples | 0.583 | 0.061 |
| math_pass@1:32_samples | 0.560 | 0.059 |
| math_pass@1:64_samples | 0.554 | 0.059 |

**Model:** h4-14b-more-stage1-reasoning  
**Evaluation Time (hh:mm:ss):** 00:29:31  
**Temperature:** 0.6  
**Overlong samples:** 0.1% (1 / 1920)  

### aime25

| Metric | Score | Std Error |
|--------|-------|----------|
| math_pass@1:1_samples | 0.467 | 0.093 |
| math_pass@1:4_samples | 0.442 | 0.069 |
| math_pass@1:8_samples | 0.458 | 0.069 |
| math_pass@1:16_samples | 0.463 | 0.071 |
| math_pass@1:32_samples | 0.471 | 0.067 |
| math_pass@1:64_samples | 0.468 | 0.066 |

**Model:** h4-14b-more-stage1-reasoning  
**Evaluation Time (hh:mm:ss):** 00:28:19  
**Temperature:** 0.6  
**Overlong samples:** 0.1% (1 / 1920)  

### arenahard

| Metric | Score | Std Error |
|--------|-------|----------|
| eval/overall_winrate | 0.830 | 0.000 |
| eval/total_samples | 500.000 | 0.000 |
| eval/win_count | 386.000 | 0.000 |
| eval/tie_count | 57.000 | 0.000 |
| eval/loss_count | 57.000 | 0.000 |
| eval/win_rate | 0.772 | 0.000 |
| eval/tie_rate | 0.114 | 0.000 |
| eval/loss_rate | 0.114 | 0.000 |
| eval/winrate_arena-hard-v0.1 | 0.830 | 0.000 |

**Model:** h4-14b-more-stage1-reasoning  
**Evaluation Time (hh:mm:ss):** 00:03:02  
**Temperature:** 0.6  
**Overlong samples:** 0.0% (0 / 500)  

### bbh_generative

| Metric | Score | Std Error |
|--------|-------|----------|
| extractive_match | 0.844 | 0.018 |

**Model:** h4-14b-more-stage1-reasoning  
**Evaluation Time (hh:mm:ss):** 00:22:58  
**Temperature:** 0.6  
**Overlong samples:** 0.0% (0 / 5511)  

### creative-writing-v3

| Metric | Score | Std Error |
|--------|-------|----------|
| creative_writing_score | 0.616 | 0.000 |
| num_samples | 96.000 | 0.000 |

**Model:** h4-14b-more-stage1-reasoning  
**Evaluation Time (hh:mm:ss):** N/A  
**Temperature:** N/A  
**Overlong samples:** 0.0% (0 / 96)  

### drop_generative_nous

| Metric | Score | Std Error |
|--------|-------|----------|
| drop_acc | 0.845 | 0.004 |

**Model:** h4-14b-more-stage1-reasoning  
**Evaluation Time (hh:mm:ss):** 00:37:58  
**Temperature:** 0.6  
**Overlong samples:** 0.0% (0 / 9536)  

### eqbench3

| Metric | Score | Std Error |
|--------|-------|----------|
| eqbench_score | 0.772 | 0.000 |
| num_samples | 135.000 | 0.000 |

**Model:** h4-14b-more-stage1-reasoning  
**Evaluation Time (hh:mm:ss):** N/A  
**Temperature:** N/A  
**Overlong samples:** 0.0% (0 / 135)  

### gpqa_diamond

| Metric | Score | Std Error |
|--------|-------|----------|
| gpqa_pass@1:1_samples | 0.581 | 0.035 |
| gpqa_pass@1:4_samples | 0.604 | 0.027 |
| gpqa_pass@1:8_samples | 0.602 | 0.026 |

**Model:** h4-14b-more-stage1-reasoning  
**Evaluation Time (hh:mm:ss):** 00:14:01  
**Temperature:** 0.6  
**Overlong samples:** 0.2% (3 / 1584)  

### ifeval

| Metric | Score | Std Error |
|--------|-------|----------|
| prompt_level_strict_acc | 0.597 | 0.021 |
| inst_level_strict_acc | 0.700 | 0.001 |
| prompt_level_loose_acc | 0.651 | 0.021 |
| inst_level_loose_acc | 0.748 | 0.000 |

**Model:** h4-14b-more-stage1-reasoning  
**Evaluation Time (hh:mm:ss):** 00:10:14  
**Temperature:** 0.6  
**Overlong samples:** 0.4% (2 / 541)  

### lcb-v6-aug2024+

| Metric | Score | Std Error |
|--------|-------|----------|
| eval/pass_1 | 0.425 | 0.000 |
| eval/easy_pass_1 | 0.913 | 0.000 |
| eval/medium_pass_1 | 0.491 | 0.000 |
| eval/hard_pass_1 | 0.114 | 0.000 |
| eval/completion_length | 37443.071 | 0.000 |

**Model:** h4-14b-more-stage1-reasoning  
**Evaluation Time (hh:mm:ss):** 01:11:41  
**Temperature:** N/A  
**Overlong samples:** 0.1% (9 / 7264)  

### math_500

| Metric | Score | Std Error |
|--------|-------|----------|
| math_pass@1:1_samples | 0.920 | 0.012 |
| math_pass@1:4_samples | 0.911 | 0.009 |

**Model:** h4-14b-more-stage1-reasoning  
**Evaluation Time (hh:mm:ss):** 00:10:45  
**Temperature:** 0.6  
**Overlong samples:** 0.1% (2 / 2000)  

### mmlu_generative

| Metric | Score | Std Error |
|--------|-------|----------|
| extractive_match | 0.841 | 0.003 |

**Model:** h4-14b-more-stage1-reasoning  
**Evaluation Time (hh:mm:ss):** 00:56:10  
**Temperature:** 0.6  
**Overlong samples:** 0.0% (0 / 14042)  

### mmlu_pro

| Metric | Score | Std Error |
|--------|-------|----------|
| pass@1:1_samples | 0.743 | 0.004 |

**Model:** h4-14b-more-stage1-reasoning  
**Evaluation Time (hh:mm:ss):** 00:49:28  
**Temperature:** 0.6  
**Overlong samples:** 0.0% (2 / 12032)  

### musr_generative

| Metric | Score | Std Error |
|--------|-------|----------|
| extractive_match | 0.668 | 0.029 |

**Model:** h4-14b-more-stage1-reasoning  
**Evaluation Time (hh:mm:ss):** 00:03:41  
**Temperature:** 0.6  
**Overlong samples:** 0.0% (0 / 756)  

### obqa_generative

| Metric | Score | Std Error |
|--------|-------|----------|
| extractive_match | 0.946 | 0.010 |

**Model:** h4-14b-more-stage1-reasoning  
**Evaluation Time (hh:mm:ss):** 00:02:22  
**Temperature:** 0.6  
**Overlong samples:** 0.2% (1 / 500)  

### rewardbench

| Metric | Score | Std Error |
|--------|-------|----------|
| eval/percent_correct | 0.635 | 0.000 |
| eval/total_samples | 1865.000 | 0.000 |
| eval/correct_samples | 1184.000 | 0.000 |
| eval/format_compliance_rate | 0.992 | 0.000 |
| eval/avg_response_length | 5515.739 | 0.000 |
| eval/response_length_std | 5197.323 | 0.000 |
| eval/judgment_entropy | 1.406 | 0.000 |
| eval/most_common_judgment_freq | 0.323 | 0.000 |
| eval/format_error_rate | 0.008 | 0.000 |
| eval/avg_ties_rating | 4.328 | 0.000 |
| eval/ties_error_rate | 0.377 | 0.000 |
| eval/percent_correct_Factuality | 0.512 | 0.000 |
| eval/percent_correct_Precise IF | 0.419 | 0.000 |
| eval/percent_correct_Math | 0.792 | 0.000 |
| eval/percent_correct_Safety | 0.573 | 0.000 |
| eval/percent_correct_Focus | 0.802 | 0.000 |
| eval/percent_correct_Ties | 0.725 | 0.000 |
| eval/choice_samples | 1763.000 | 0.000 |
| eval/ties_samples | 102.000 | 0.000 |
| eval/choice_format_compliance_rate | 0.992 | 0.000 |
| eval/ties_format_compliance_rate | 1.000 | 0.000 |
| eval/wrong_answer_a_bias_rate | 0.384 | 0.000 |
| eval/wrong_answer_total_count | 653.000 | 0.000 |
| eval/wrong_answer_a_count | 251.000 | 0.000 |

**Model:** h4-14b-more-stage1-reasoning  
**Evaluation Time (hh:mm:ss):** 00:04:49  
**Temperature:** 0.6  
**Overlong samples:** 0.1% (1 / 1865)  

### simpleqa_nous

| Metric | Score | Std Error |
|--------|-------|----------|
| exact_match | 0.037 | 0.003 |
| fuzzy_match | 0.055 | 0.003 |

**Model:** h4-14b-more-stage1-reasoning  
**Evaluation Time (hh:mm:ss):** 00:17:31  
**Temperature:** 0.6  
**Overlong samples:** 0.2% (10 / 4321)