Gemma 4.31B
PulseAugur coverage of Gemma 4.31B — every cluster mentioning Gemma 4.31B across labs, papers, and developer communities, ranked by signal.
14 day(s) with sentiment data
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Cisco Foundation AI releases Antares models for code vulnerability localization
Cisco Foundation AI has introduced Antares, a new family of open-weight small language models designed specifically for vulnerability localization in code. The models, Antares-350M and Antares-1B, are available on Huggi…
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Mira Murati's Inkling model self-fine-tunes on launch day, tops US open-weight charts
Mira Murati's Thinking Machines Lab has released Inkling, a 975B-parameter model that demonstrated self-fine-tuning capabilities on its launch day. The model successfully trained itself to become a lipogram model, avoid…
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Open-weight LLMs evaluated for autonomous vehicle threat intelligence generation
Researchers have developed a new dataset, CAV-STIXGen, to evaluate open-weight Large Language Models (LLMs) in generating structured threat information for autonomous vehicle vulnerabilities. The study assessed 11 LLMs,…
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BeeLlama.cpp v0.4.0 adds KVarN and KV cache precision tail
BeeLlama.cpp has released version 0.4.0, a significant update to its llama.cpp fork. This release focuses on enhancing KV cache quantization features, introducing KVarN for improved precision per bit and a KV cache prec…
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LLM routing hypothesis confirmed in code security vulnerability detection
A new research paper explores the 'router hypothesis' in large language models (LLMs), suggesting that models possess knowledge but struggle with internal routing to activate it. The study reproduced prior findings from…
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PrismML releases Bonsai 27B, enabling Qwen3.6-27B on laptops and phones
PrismML has released Bonsai 27B, a highly compressed version of Qwen3.6-27B, available in 1-bit and ternary variants. These models are designed to run on consumer hardware like laptops and phones, with the 1-bit version…
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New AI model 'uyu-2-28B' released for creative writing
A user has developed a new AI model named 'uyu-2-28B', which is specifically designed for creative writing and role-playing. This model is a smaller version of Gemma 4.31B, created with the goal of retaining its creativ…
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TagPilot-LM enables local image captioning on Windows
A developer has forked TagPilot 2.0 to create TagPilot-LM, a tool for local image captioning on Windows. This new version aims to eliminate the need for cloud API payments by connecting to a locally hosted Gemma-4-31B m…
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User successfully extends Gemma 4.31B model to 40.5B parameters
A user has successfully extended the Gemma 4.31B model to 40.5B parameters by adding new layers, overcoming an initial failure where the new layers did not learn. The key to this success was initializing the new layers …
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Users slam free ChatGPT as 'awful' and 'terrible' compared to local LLMs
Users are expressing significant dissatisfaction with the free version of ChatGPT, describing its performance as "awful" and "terrible." One user suggests that OpenAI might be using a sub-20b model with online search en…
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HexGrid Cloud offers custom LLM GPU benchmarking for open-weight models
HexGrid Cloud is offering to benchmark open-weight LLMs on user-specified GPUs and configurations. They are seeking suggestions for models and hardware setups to test their deployment platform, focusing on chat/instruct…
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Gemma 4 31B model context window expanded to 80k tokens
A user on Reddit shared a method to significantly increase the context window size for the Gemma 4 31B model, expanding it from 35,000 to 80,000 tokens. This was achieved by modifying the `llama.cpp` configuration, spec…
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Gemma Avatar enables 3D interactive chat with Gemma 4 31B model
A new project called Gemma Avatar allows users to interact with the Gemma 4 31B large language model through a 3D avatar. This system uses open-source models for speech recognition, text-to-speech, and avatar animation,…
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LLM pricing shifts: Z.ai, NVIDIA, Qwen, and Meta models see mixed changes · 10 sources tracked
The Token Ledger has reported on numerous LLM pricing adjustments and model additions/removals across various providers. Notably, Z.ai's GLM 5.2 has seen significant price fluctuations, with increases in some periods an…
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Open Gemma-4-31B Model Outperforms ChatGPT Voice Mode on Cerebras Hardware
A Reddit user claims that the open-source model Gemma-4-31B, when run on Cerebras hardware, offers superior performance to ChatGPT's voice mode. The user suggests that open models will ultimately dominate in inference c…
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SWE-rebench leaderboard adds Claude Opus 4.8, GLM-5.2, Gemini 3.5 Flash
The SWE-rebench leaderboard has been updated with new models and improved UI, making it easier to compare AI performance on coding tasks. Notable additions include Claude Opus 4.8 xhigh, GLM-5.2, and Gemini 3.5 Flash, a…
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Gemma-4 31B model achieves 1168 tokens/sec on single RTX 6000 PRO GPU
A technical blog post details the performance of the Gemma-4 31B model when run with vLLM on a single RTX 6000 PRO Blackwell GPU. The setup achieved a peak throughput of approximately 1,168 tokens per second with 24 con…
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Google champions small AI models for coding with Gemma 4 31B hackathons
Google is reportedly focusing on smaller AI models for software engineering tasks, as evidenced by hackathons centered around their Gemma 4 31B model. This initiative highlights Google's belief in the value of small-mod…
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Stable Diffusion user details Gemma 4:31B and Ideogram 4 FP8 setup
A Reddit user shared their experience generating images using a specific hardware and software configuration. The setup included an Nvidia RTX 5060 Ti graphics card with 16GB of VRAM, running the Gemma 4:31B model and I…
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Gemma 4 26b model overlooked on r/LocalLLaMA, users ask why
A user on the r/LocalLLaMA subreddit is inquiring about the perceived lack of attention and discussion surrounding the Gemma 4 26b model. They note that other models like Qwen 3.6 (27b or 35b) and Gemma 4 31b are more f…