Add Gemma 4 31B IT Jacobian-lens adapter

README.md

@@ -98,15 +98,21 @@ shape match alone does not make their lenses interchangeable.
 
 | Base model | Adapter file | Prompts averaged | Convergence | Contributor |
 |---|---|---:|---|---|
+| `google/gemma-4-31B-it` | [`miru/google/gemma-4-31B-it.safetensors`](https://huggingface.co/returnmoe/jlens-adapters/blob/main/miru/google/gemma-4-31B-it.safetensors) | 425 | Yes (default early-stopping criterion reached) | [Lucas Teske](https://huggingface.co/racerxdl) at [Teske's Lab](https://huggingface.co/TeskesLab) |
 | `Qwen/Qwen3-0.6B` | [`miru/Qwen/Qwen3-0.6B.safetensors`](https://huggingface.co/returnmoe/jlens-adapters/blob/main/miru/Qwen/Qwen3-0.6B.safetensors) | 376 | Yes (default early-stopping criterion reached) | [Rodrigo Laneth](https://rlaneth.com) ([@rlaneth](https://huggingface.co/rlaneth)) |
 | `Qwen/Qwen3-4B` | [`miru/Qwen/Qwen3-4B.safetensors`](https://huggingface.co/returnmoe/jlens-adapters/blob/main/miru/Qwen/Qwen3-4B.safetensors) | 479 | Yes (default early-stopping criterion reached) | [Rodrigo Laneth](https://rlaneth.com) ([@rlaneth](https://huggingface.co/rlaneth)) |
 | `Qwen/Qwen3-8B` | [`miru/Qwen/Qwen3-8B.safetensors`](https://huggingface.co/returnmoe/jlens-adapters/blob/main/miru/Qwen/Qwen3-8B.safetensors) | 461 | Yes (default early-stopping criterion reached) | [Rodrigo Laneth](https://rlaneth.com) ([@rlaneth](https://huggingface.co/rlaneth)) |
 | `Qwen/Qwen3.6-27B` | [`miru/Qwen/Qwen3.6-27B.safetensors`](https://huggingface.co/returnmoe/jlens-adapters/blob/main/miru/Qwen/Qwen3.6-27B.safetensors) | 744 | Yes (default early-stopping criterion reached) | [Lucas Teske](https://huggingface.co/racerxdl) at [Teske's Lab](https://huggingface.co/TeskesLab), with [Paulo Matias](https://huggingface.co/thotypous) |
+| `orcarouter/Qwen3.8-27B-Uncensored` | [`miru/orcarouter/Qwen3.8-27B-Uncensored.safetensors`](https://huggingface.co/returnmoe/jlens-adapters/blob/main/miru/orcarouter/Qwen3.8-27B-Uncensored.safetensors) | 761 | Yes (default early-stopping criterion reached) | [Lucas Teske](https://huggingface.co/racerxdl) at [Teske's Lab](https://huggingface.co/TeskesLab) |
 
 ### Notes
 
 The `Qwen/Qwen3.6-27B` adapter was fitted against model revision [`6a9e13bd6fc8f0983b9b99948120bc37f49c13e9`](https://huggingface.co/Qwen/Qwen3.6-27B/commit/6a9e13bd6fc8f0983b9b99948120bc37f49c13e9) using the **Ambiente Computacional Marie Curie (FINEP 01.22.181.00)** at UFSCar.
 
+The `orcarouter/Qwen3.8-27B-Uncensored` adapter was fitted against revision [`404ea47aaa5d8a8b00049c9e9750089aca011ab2`](https://huggingface.co/orcarouter/Qwen3.8-27B-Uncensored/commit/404ea47aaa5d8a8b00049c9e9750089aca011ab2) using Miru Tracer 0.3.2 on two H100 NVL GPUs at the **Ambiente Computacional Marie Curie (FINEP 01.22.181.00)** at UFSCar. It averaged 761 WikiText calibration prompts with no skips; the final rolling change was `0.0019094125973001387`, below `0.002`. It uses the same frozen prompt pool and fitting settings as the original Qwen3.8-27B adapter proposed in [PR #5](https://huggingface.co/returnmoe/jlens-adapters/discussions/5), but stopped at a different prompt count (761 versus 756). The adapters are not interchangeable, and no normal-versus-uncensored behavioral comparison is claimed.
+
+The `google/gemma-4-31B-it` adapter was fitted against model revision [`842da3794eaa0b77d5f08bae87a17459d91ff475`](https://huggingface.co/google/gemma-4-31B-it/commit/842da3794eaa0b77d5f08bae87a17459d91ff475) and reached the default convergence criterion after 425 prompts using the same Marie Curie environment.
+
 More models and community contributors will be added over time.
 
 ## Using an adapter in Miru Tracer

miru/google/gemma-4-31B-it.safetensors

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miru/orcarouter/Qwen3.8-27B-Uncensored.safetensors

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