Gemma 4-31B-it
PulseAugur coverage of Gemma 4-31B-it — every cluster mentioning Gemma 4-31B-it across labs, papers, and developer communities, ranked by signal.
- 2026-07-13 product_launch Google Cloud has released the Gemma 4 31B IT model, offering options and guidance for self-hosting. source
2 day(s) with sentiment data
-
Knowledgator releases GLiFormer for token-free information extraction
Knowledgator Engineering has introduced GLiFormer, a novel encoder framework designed for information extraction tasks. This model, available in Base (264.2M parameters) and Large (575.6M parameters) versions, can perfo…
-
New open 4B model ATTRICITE advances citation recovery for faithful attribution
Researchers have developed ATTRICITE, a new 4-billion parameter open-source model designed to improve faithful citation attribution in scientific literature. The model focuses on citation recovery, identifying the speci…
-
SambaNova offers model list without API key, reveals 1M-token context model
SambaNova's API for listing available models does not require authentication, unlike many other inference providers such as Groq, Together, DeepSeek, and Cerebras. This open access allows users to view the full list of …
-
New protocol measures 'trajectory value' of AI messages beyond answer correctness
Researchers have developed a new protocol called Diverse Hypothesis Deliberation (DHD) to evaluate the value of messages in multi-agent reasoning systems, even when those messages contain incorrect answers. The DHD prot…
-
Gemma 4 31B "scotoma-2" model reduces AI writing tics
A new AI model, Gemma 4 31B "scotoma-2", has been developed to address common "writing tics" found in AI-generated text, such as excessive adjective use or repetitive phrasing. This model, based on Google's Gemma 4 31B,…
-
Gemma 4 31B-IT Model Achieves Operator-Level Performance on Nuclear Licensing Exams
A new study benchmarks the performance of a 31-billion-parameter multimodal language model, Gemma 4 31B-IT, on the U.S. Nuclear Regulatory Commission's Reactor Operator licensing examination. The research evaluated eigh…
-
New K-12 Knowledge Graph Benchmarks LLM Curriculum Cognition
Researchers have developed K12-KGraph, a knowledge graph derived from K-12 textbooks in China, designed to benchmark and train educational LLMs in curriculum cognition. This graph, containing nine node types and fourtee…
-
WeedExpert-R1 LLM advances precision agriculture with botanical reasoning
Researchers have developed WeedExpert-R1, a novel multimodal large language model (MLLM) designed for precision weed identification and localization in agriculture. This model utilizes reinforcement learning and a Chain…
-
New ASCIITermDraw Bench tests VLM ability to generate ASCII diagrams
A new benchmark called ASCIITermDraw Bench has been introduced to evaluate the capabilities of Vision-Language Models (VLMs) in generating and editing ASCII art diagrams. Unlike benchmarks focusing on coding or reasonin…
-
Google Cloud releases Gemma 4 31B IT for self-hosting
Google Cloud has released Gemma 4 31B IT, a new large language model designed for self-hosting. The model is intended for developers and organizations looking to deploy AI capabilities within their own infrastructure. T…
-
Fireworks AI ranks 2026's top open-source LLMs by use case
Fireworks AI has evaluated several open-source LLMs released between April and July 2026, highlighting that the best choice depends on specific use cases like reasoning, coding, multimodality, context window size, and l…
-
June 2026 sees wave of new open-source AI models and quantization methods
The open-source AI model landscape saw numerous updates in June 2026, with a focus on new finetunes and quantization methods. Several new finetuned models were released, including Nex-N2, Ornith-1.0, Agents-A1, Holo3.1,…
-
LLMs show zero-shot visual creativity scoring ability, research finds
A new research paper explores the ability of multimodal large language models (LLMs) to assess visual creativity without prior training. The study tested six LLMs, including Gemini 3 Flash, Gemma 4-31B-it, and GPT-5.4 M…
-
Quantization impacts LLM draft rate in Multi Token Prediction
A user on Reddit's r/LocalLLaMA forum investigated how model quantization affects the draft rate in Multi Token Prediction (MTP) for large language models. The tests used Gemma 4-31B-it as the main model, with various q…
-
New framework finds and fixes errors in AI logic datasets
Researchers have identified significant inaccuracies in popular Natural Language to First-Order Logic (NL-to-FOL) datasets, with FOLIO and MALLS showing approximately 39% and 36% incorrect formalizations, respectively. …
-
Gemma-4-Harmonia-31B-Uncensored-Heretic model released
A new fine-tuned model, Gemma-4-Harmonia-31B-Uncensored-Heretic, has been released. This model is a merge of multiple Gemma-4-31B-it fine-tunes, aiming for deep neural consolidation with minimal regression and amplified…
-
LLMs and RAG enhance DDoS attack detection in SDN
Researchers have developed a new framework using Retrieval-Augmented Generation (RAG) and Large Language Models (LLMs) to detect and mitigate Carpet-Bombing DDoS attacks in Software-Defined Networking (SDN). This approa…
-
Developer Automates News Source Ingestion with AI and GitHub Actions
A developer has automated the process of adding new news sources to a database using a combination of AI tools and GitHub Actions. The workflow begins by scraping a list of top news sites using Firecrawl, then employs t…
-
New K-12 knowledge graph benchmarks LLM curriculum cognition
Researchers have developed K12-KGraph, a novel knowledge graph designed to evaluate and train large language models (LLMs) specifically for K-12 education. This graph, derived from official textbooks, captures curriculu…