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