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Model: Lambent/Arsenic-Shahrazad-12B-v4.3.1 Source: Original Platform
2026-06-20 22:40:17 +08:00
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+---
+base_model:
+- Lambent/Arsenic-Shahrazad-12B-v4.3
+library_name: transformers
+tags:
+- mergekit
+- merge
+- not-for-all-audiences
+license: cc-by-nc-4.0
+---
+
+![image](https://cdn-uploads.huggingface.co/production/uploads/6592ef6e2a0a886ef0872e71/chqmNPVQdLzW09gIPLVBa.png)
+
+A quick DPO pass, done with several random seeds and taking the mean.
+Included data from rewriting low-scoring RLVR turn samples with judge feedback, as chosen vs rejected originals.
+
+Warning: On double checking, the turn samples were rewritten by Gemma 4 31B - this and 4.3.2 thus have some Gemma influence.
+
+
+![image](https://cdn-uploads.huggingface.co/production/uploads/6592ef6e2a0a886ef0872e71/sI5zfMvciM_QZ4uenvaDY.png)
+
+
+![image](https://cdn-uploads.huggingface.co/production/uploads/6592ef6e2a0a886ef0872e71/fKSLMPWygBD-vftUNB8Ix.png)
+# arsenic-v4.3-dpo-karcher
+
+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 [Karcher Mean](https://en.wikipedia.org/wiki/Karcher_mean) merge method.
+
+### Models Merged
+
+The following models were included in the merge:
+* /home/ann/Documents/Projects/training_models/outputs/baked_v43_seed2
+* /home/ann/Documents/Projects/training_models/outputs/baked_v43_seed1
+* /home/ann/Documents/Projects/training_models/outputs/baked_v43_seed5
+* /home/ann/Documents/Projects/training_models/outputs/baked_v43_seed3
+* /home/ann/Documents/Projects/training_models/outputs/baked_v43_seed4
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+models:
+  - model: /home/ann/Documents/Projects/training_models/outputs/baked_v43_seed1
+  - model: /home/ann/Documents/Projects/training_models/outputs/baked_v43_seed2
+  - model: /home/ann/Documents/Projects/training_models/outputs/baked_v43_seed3
+  - model: /home/ann/Documents/Projects/training_models/outputs/baked_v43_seed4
+  - model: /home/ann/Documents/Projects/training_models/outputs/baked_v43_seed5
+merge_method: karcher
+parameters:
+  normalize: true
+  int8_mask: true
+tokenizer_source: /home/ann/Documents/Projects/training_models/outputs/baked_v43_seed1
+dtype: bfloat16
+
+```