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Gemma

Aug 13

1d ago ggml-cpu/ops vectorizes flash-attention F16 to F32 conversion using F16C intrinsics; PR #26947 r/LocalLLaMA → story

1d ago Muse Glimmer 30B shows potential uses; user asks for clear-cut cases over Gemma 4 31B QAT and Qwen3.6 27B r/LocalLLaMA → story

Aug 12

2d ago DeepSeek V4 Flash 0731 uncensored jailbreak guide r/LocalLLaMA → story

2d ago Gemma 4 QAT handles KV cache quantization significantly better, according to KLD benchmarks comparing non-QAT and QAT configurations. r/LocalLLaMA → story

2d ago Best models for regular machines (16gb ram) r/LocalLLaMA → story

2d ago Multilingual quantization tax: edge SLMs suffer performance degradation from 4-bit weight quantization across languages, study finds across Gemma 4 and Qwen 3.5 using MMLU ProX Lite and GlobalPIQA arXiv cs.CL → story

Aug 11

3d ago Gemma and Qwen models may catch hallucinations by examining their own logprobs r/LocalLLaMA → story

3d ago Mastering edge AI on Raspberry Pi with LiteRT and Gemma Hacker News (AI) → story

3d ago Gemma 4 E4B and E2B integrated into an e-reader to enable private Q&A and in-app journaling r/LocalLLaMA → story

3d ago Luth-2: new state-of-the-art French small language models (0.8B and 2.2B) achieve top benchmarks across French tasks r/LocalLLaMA → story

3d ago Llama-CPP: parallel agents decode well, but one agent’s prefill stalls all others during web searches r/LocalLLaMA → story

Aug 10

4d ago Ling-3.0-tiny 8B A1.3B MoE released with 1.3B active parameters; Ling team highlights performance between 4B and 8-12B Qwen and Gemma models r/LocalLLaMA → story

4d ago Chat UIs with native audio input for multimodal models; discussion of direct audio file submission to models without separate STT layer r/LocalLLaMA → story

Aug 9

5d ago Gemma team to host special event on August 20 r/LocalLLaMA → story

6d ago Qwen 35B A3B tokenizes HTML/JS input differently from Gemma 26B A4B, helping explain why Qwen excels at coding while Gemma performs better on language tasks r/LocalLLaMA → story

Aug 7

7d ago Why higher micro-batch values may improve llama-cpp model output quality, per user observations r/LocalLLaMA → story

Aug 6

8d ago Scotoma-2: Gemma4 improved with cleaner writing and fewer tics r/LocalLLaMA → story

8d ago KV cache quantization benchmarks: 413 pairs tested on Qwen 3.6 27B and Gemma 4 31B; KLD with BeeLlama.cpp v0.4.0 shows KVarN 6-bit beating q8_0 with precision tail dominating r/LocalLLaMA → story

8d ago 10% faster decode with Q4_K MTP draft model using Gemma 4 31b r/LocalLLaMA → story

8d ago Unsloth's Gemma 4 multimodal features stop working on newer llama.cpp builds; users report broken vision and audio features r/LocalLLaMA → story

8d ago Artificialanalysis.ai ranks Gemma4 above Qwen3.6 27b in SciCode benchmark results; user questions potential benchmarking issue. r/LocalLLaMA → story

8d ago The death of SLMs? r/LocalLLaMA → story

8d ago The Calibration Floor: format repair can masquerade as self-correction at small-to-mid scale arXiv cs.CL → story

Aug 5

9d ago AttnRes architecture update: core idea remains to replace standard residual stream with attention-based routing between layers; model shows the approach is alive r/LocalLLaMA → story

9d ago LFM2.5-2.6B runs on OnePlus 13 at ~17 tokens per second on pure CPU; Q4_K_M GGUF used with custom inference engine and device probe suite on Android r/LocalLLaMA → story

Aug 4

10d ago DeepSeek v4 Flash benchmark compares coding performance against Qwen3.6-27B, 3.5-122B, and Gemma 4 31B using a two-shot file-editing task subset r/LocalLLaMA → story

10d ago Gemma 4 on 500MB r/LocalLLaMA → story

10d ago Cost-effective automated judging of natural-language mathematical proofs using open-weight models aligns with human grading decisions on IMO-GradingBench instances arXiv cs.CL → story

Aug 3

11d ago KAT Coder 2.5 dev: claims faster and more accurate than Qwen 3.6 35b; benchmarks and user impressions cited r/LocalLLaMA → story

11d ago Knowledge distillation in small instruction-tuned LMs has asymmetric effects on bias, improving context-following for unambiguous tasks but degrading calibration for ambiguous tasks. arXiv cs.CL → story

Aug 2

12d ago Parlor v2: best-effort fully local GPT-Live clone on an M3 Pro r/LocalLLaMA → story

Aug 1

13d ago Tomte harness for Gemma 4 released; enables fast local inference on Macs with M processors r/LocalLLaMA → story

13d ago Are 1B LLMs going away in 2026? r/LocalLLaMA → story

Jul 31

14d ago Meituan releases LongCat-Flash-Lite-Sparse MoE with ~3B active params and 30B n-gram lookup offloaded to RAM for fast 256k context on 24GB GPU r/LocalLLaMA → story

14d ago Ported TurboFieldfare to Qwen 3.6 35B; runs in about 1.4 GB RAM r/LocalLLaMA → story

14d ago Are current LLM benchmarks failing to capture actual usability, as Gemma 4 vs. Gemini/Claude Opus is discussed? r/LocalLLaMA → story

Jul 29

16d ago Open-source engine runs Gemma 4 26B in 2 GB RAM on any M-series Mac Hacker News (AI) → story

Jul 28

17d ago Gemma 4 26B/31B Q4 QAT vs Q4/Q5/Q6/Q8 r/LocalLLaMA → story

17d ago Appreciation for Gemma 4 26b A4b r/LocalLLaMA → story

Jul 27

18d ago Current smallest usable coding model r/LocalLLaMA → story

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