| --- |
| pretty_name: Proxy-MT Benchmark Scores |
| license: other |
| task_categories: |
| - text-generation |
| - multiple-choice |
| - question-answering |
| tags: |
| - evaluation |
| - lm-eval-harness |
| - african-languages |
| - multilingual |
| - benchmark |
| size_categories: |
| - n<1K |
| extra_gated_prompt: >- |
| You agree to use these evaluation results for research purposes and to cite the |
| source. Access is granted on request and reviewed manually. |
| extra_gated_fields: |
| Name: text |
| Affiliation: text |
| Intended use: text |
| I agree to use this dataset for non-commercial research only: checkbox |
| --- |
| |
| # Proxy-MT Benchmark Scores |
|
|
| Multilingual benchmark results for **35 open-weight LLMs**, evaluated with the |
| [lm-evaluation-harness](https://github.com/EleutherAI/lm-evaluation-harness) via a vLLM |
| backend. Covers reasoning, comprehension, and knowledge tasks with an emphasis on |
| African and other lower-resource languages. |
|
|
| ## Layout |
|
|
| ``` |
| scores/<model>.csv # parsed per-language scores (tidy, ready to plot) |
| raw/<model>/.../results_*.json # raw lm-eval-harness result files |
| raw/<model>/raw_log.txt # full evaluation console log (provenance) |
| ``` |
|
|
| `lm_cache/` request caches are intentionally excluded. |
|
|
| ### `scores/<model>.csv` |
|
|
| One row per language code with a column per benchmark metric, e.g.: |
|
|
| ``` |
| lang_code,mgsm,belebele,global_mmlu,hellaswag,truthfulqa,mlqa,afrixnli,include |
| ben,0.125,... |
| ``` |
|
|
| ## Benchmarks parsed |
|
|
| AfriXNLI, Belebele, Global-MMLU, HellaSwag, TruthfulQA, MGSM, MLQA, INCLUDE. |
|
|
| ## Models (35) |
|
|
| aya-expanse-8b, aya-expanse-32b, tiny-aya-base, c4ai-command-r-08-2024, |
| DeepSeek-R1-0528-Qwen3-8B, DeepSeek-R1-Distill-Llama-8B, DeepSeek-R1-Distill-Qwen-1.5B, |
| DeepSeek-R1-Distill-Qwen-7B, DeepSeek-R1-Distill-Qwen-14B, DeepSeek-R1-Distill-Qwen-32B, |
| gemma-3-1b-it, gemma-3-4b-it, gemma-3-12b-it, gemma-3-27b-it, gemma-4-E2B-it, |
| gemma-4-E4B-it, gemma-4-26B-A4B-it, gemma-4-31B-it, glm-4-9b-chat, granite-4.1-8b, |
| Llama-3.1-8B-Instruct, Llama-3.2-1B-Instruct, Llama-3.2-3B-Instruct, |
| Ministral-3-3B-Instruct-2512, Ministral-3-8B-Instruct-2512, Ministral-3-14B-Instruct-2512, |
| Mistral-Nemo-Instruct-2407, phi-4, Qwen3-1.7B, Qwen3-4B, Qwen3-8B, Qwen3-14B, |
| Qwen3-30B-A3B, Qwen3.6-27B, Qwen3.6-35B-A3B. |
|
|
| ## Access |
|
|
| This is a **gated** dataset — access is reviewed and approved manually. Fill in the |
| request form to be granted access. |
|
|
| > Note: set the `license` field above to the license you intend to release under. |
|
|
