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| license: mit |
| pretty_name: SevZero held-out eval results |
| --- |
| |
| # SevZero held-out eval results |
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| Per-seed held-out evaluation rows for the OpenEnv India Hackathon 2026 SevZero submission. |
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| - Environment: `Mist-ic/sevzero-env` |
| - Seeds: `13`, `99`, `777` |
| - Tasks: `easy`, `medium`, `hard` |
| - Score fields: final grader score plus `slo_recovery`, `action_efficiency`, `time_efficiency`, `steps_used`, and termination metadata. |
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| ## Coverage |
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| Core comparison rows are complete for: |
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| - `untrained-llama` |
| - `sft-primary` |
| - `grpo-primary` |
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| `grpo-primary` is flat against the untrained baseline on the final held-out replay: Easy `0.8199`, Medium `0.9419`, Hard `0.6369`, Mean `0.7996`. |
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| `grpo-stability` is intentionally partial. Easy and Medium rows are included; Hard-tier eval was deferred because hard episodes run to the 50-action ceiling and did not fit the final compute budget. |
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| ## Aggregate table |
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| | Model | Easy | Medium | Hard | Mean | |
| |---|---:|---:|---:|---:| |
| | Untrained Llama-3.1-8B-Instruct | 0.8199 | 0.9419 | 0.6369 | 0.7996 | |
| | SFT-primary | 0.8199 | 0.9419 | 0.6269 | 0.7962 | |
| | GRPO-primary | 0.8199 | 0.9419 | 0.6369 | 0.7996 | |
| | GRPO-stability | 0.8199 | 0.9419 | n/a | partial | |
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| The full write-up is in the Space blog: https://huggingface.co/spaces/Mist-ic/sevzero-env/blob/main/BLOG.md |
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