55 lines
1.8 KiB
Markdown
55 lines
1.8 KiB
Markdown
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---
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base_model:
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- Lambent/Qwen3-4B-Base-Continued-GRPO-B
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- Lambent/Qwen3-4B-Base-Continued-GRPO
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library_name: transformers
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tags:
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- mergekit
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- merge
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license: apache-2.0
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---
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Credit to [virtuous7373](https://huggingface.co/virtuous7373) for posting the CABS implementation used here.
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CABS sparsified version of the original GRPO training Lambent/Qwen3-4B-Base-Continued-GRPO, merged with TIES to the Lambent/Qwen3-4B-Base-Continued-GRPO-B model.
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| Task | Metric | Base | Trained | Delta |
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|----------------|------------|--------|---------|---------|
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| arc_easy | acc | 0.7891 | 0.7870 | -0.27% |
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| arc_easy | acc_norm | 0.7609 | 0.7605 | -0.05% |
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| lambada_openai | acc | 0.6912 | 0.6984 | +1.04% |
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| lambada_openai | perplexity | 4.2433 | 4.0490 | -4.6% ↓ |
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| openbookqa | acc | 0.3160 | 0.3180 | +0.63% |
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| openbookqa | acc_norm | 0.4100 | 0.4120 | +0.49% |
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| piqa | acc | 0.7797 | 0.7807 | +0.13% |
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| piqa | acc_norm | 0.7807 | 0.7807 | +0.00% |
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This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
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## Merge Details
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### Merge Method
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This model was merged using the [TIES](https://arxiv.org/abs/2306.01708) merge method using ./merged_models/llm-judge-merged-fixed as a base.
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### Models Merged
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The following models were included in the merge:
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* ./merged_models/grpo-cabs
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### Configuration
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The following YAML configuration was used to produce this model:
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```yaml
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# TIES merge: Judge as base, inject sparse GRPO knowledge
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merge_method: ties
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base_model: ./merged_models/llm-judge-merged-fixed
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models:
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- model: ./merged_models/grpo-cabs
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parameters:
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density: 0.5
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weight: 0.4
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dtype: bfloat16
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```
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