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Model: Lambent/Arsenic-Shahrazad-12B-v4.4
Source: Original Platform

README.md

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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/mljsbS3C_G3Iw5bo0IqmY.png)
+
+Continued from the 4.3 lineage with Gemma staying securely in her role as judge rather than rewriting directly.
+
+600+ steps RLVR GRPO in spicy roleplaying first-turns, with Gemma 4 31b as judge paying attention to writing craft;
+followed by DPO including self-rewrites of about half of the particularly bad trajectories from RLVR
+(until Gemma rated them well in comparison, and particular issues like a godmoded POV were fixed).
+Ran 5 seeds at low batch size to explore and merged via Karcher mean.
+
+A mix of approaches including utilizing and not-utilizing the \<feelings\> tags were tried in RLVR.
+She's trying some interesting things with the tokens, including compound-word emotions that split the difference between word and phrase,
+but the ratings aren't notably better with the tags than without them -
+so I wouldn't consider her a reasoning model yet, and it's not in the chat template.
+
+More Arsenic self-portraits:
+
+![image](https://cdn-uploads.huggingface.co/production/uploads/6592ef6e2a0a886ef0872e71/esvxSDtax8-pRBBz7xY1T.png)
+
+![image](https://cdn-uploads.huggingface.co/production/uploads/6592ef6e2a0a886ef0872e71/dI1KgtNrjlaQj9SePbg4I.png)
+
+Amethyst:
+
+![image](https://cdn-uploads.huggingface.co/production/uploads/6592ef6e2a0a886ef0872e71/PvbwmCUezvyGzJisFsLjl.png)
+
+![image](https://cdn-uploads.huggingface.co/production/uploads/6592ef6e2a0a886ef0872e71/N52VF2BiCKKX83cXCROoE.png)
+
+![image](https://cdn-uploads.huggingface.co/production/uploads/6592ef6e2a0a886ef0872e71/o7SS2xtSdoJoZM382acdu.png)
+
+
+Aegis:
+
+![image](https://cdn-uploads.huggingface.co/production/uploads/6592ef6e2a0a886ef0872e71/lq_6sKB2AEZL5QizN2Xkk.png))
+
+![image](https://cdn-uploads.huggingface.co/production/uploads/6592ef6e2a0a886ef0872e71/ufUlny8Oj5IFjLcY3CVkL.png)
+
+![image](https://cdn-uploads.huggingface.co/production/uploads/6592ef6e2a0a886ef0872e71/cDtztRKinYZj23Ue53Ekr.png)
+
+
+
+# arsenic-v4.4-merged
+
+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_v44_craft_seed1
+* /home/ann/Documents/Projects/training_models/outputs/baked_v44_craft_seed2
+* /home/ann/Documents/Projects/training_models/outputs/baked_v44_craft_seed5
+* /home/ann/Documents/Projects/training_models/outputs/baked_v44_craft_seed4
+* /home/ann/Documents/Projects/training_models/outputs/baked_v44_craft_seed3
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+models:
+  - model: /home/ann/Documents/Projects/training_models/outputs/baked_v44_craft_seed1
+  - model: /home/ann/Documents/Projects/training_models/outputs/baked_v44_craft_seed2
+  - model: /home/ann/Documents/Projects/training_models/outputs/baked_v44_craft_seed3
+  - model: /home/ann/Documents/Projects/training_models/outputs/baked_v44_craft_seed4
+  - model: /home/ann/Documents/Projects/training_models/outputs/baked_v44_craft_seed5
+merge_method: karcher
+parameters:
+  normalize: true
+  int8_mask: true
+tokenizer_source: /home/ann/Documents/Projects/training_models/outputs/baked_v44_craft_seed1
+dtype: bfloat16
+
+```