Gemma-4-31B-Humanlike-Chat fine-tune released
AI summary
Developer LessThanThreeAI released Gemma-4-31B-Humanlike-Chat, a fine-tune of Google’s Gemma 4 31B trained with SFT, on-policy distillation, and self-play. The author says it produces a more human-like chat style and published GGUF, BF16, FP8, and GPTQ-Int4 weights, along with training details and self-reported benchmark results. The reported behavioral advantages have not been independently verified.
In-depth insight
The release provides downloadable open-weight formats and detailed training information, while its claimed improvements in conversational style, tool selection, and instruction following currently rely on the developer’s own evaluations.
| The previous released Qwen3.8-27B-Humanlike-Chat 2.0, a fine-tune that texts humanly and does stuff, is now at 136k downloads for the GGUF repo between v1 and 2.0. Thank you. One of the top comments on the 2.0 post was "I wonder how Gemma 4 31B would do, trained with your method". So here it is: Gemma-4-31B-Humanlike-Chat. The voice of 2.0 on the official Gemma 4 31B from Google. What it does How I trained it Two steps. Same recipe as for 2.0. On 1 H200. The student doesn't see the hidden instruction. So it texts like that without a prompt. Some self-play in each step. Long chats with simulated friends. That fixed the habit of fading to one-word replies towards the end of long chats (after SFT, 28% of the late replies in long chats were only 1 or 2 words; after distillation, 12%). Numbers vs Google base Chart with all ten benchmarks in the images. Numbers vs 2.0 Same eval inputs. Thinking off. Does it text humanly? Same benchmark as last time. Google Gemma didn't manage to fool the judge a single time. Links Thank you for asking for a Gemma version, and thank you for the feedback on 2.0. Try it, hope you like it! submitted by /u/kvyb [link] [comments] |
#Gemma-4-31B-Humanlike-Chat#Gemma 4 31B#Google#LessThanThreeAI