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DeepSeek

Aug 9

25d ago endless-frontier/BigBang-v1 - qwen 3.5 finetunes benchmark results; comparisons between DeepSeek Flash and Pro show per-benchmark variance r/LocalLLaMA → story

25d ago DeepSeek-V4-Flash-0731-Latent-Reasoning presents a model thinking in latent space Hacker News (AI) → story

25d ago DeepSeek V4 Flash 0731 achieves 82.7% on Terminal-Bench 2.1 in independent public-harness run (445 trials) r/LocalLLaMA → story

25d ago Memory bandwidth limits observed on Intel Sapphire Rapids with DDR5-4800 RDIMMs; user reports ~36–40 GB/s vs theoretical 153 GB/s for DeepSeek-V4-Flash-0731 MoE workload r/LocalLLaMA → story

Aug 8

26d ago DSpark draft model runs extremely slowly (1-2 t/s) with DeepSeek-V4-Flash on llama-server vs MTP r/LocalLLaMA → story

26d ago Quants of deepseek flash 0731: recommendations for fast public benchmarks to test quantization effects with about 1 million tokens r/LocalLLaMA → story

26d ago DSV4F 0731 praised as a reliable workhorse with strong benchmarks for Hermes agent tasks, OpenCode coding, and long-running integrations r/LocalLLaMA → story

26d ago DeepSeek-V4-Flash shown unreliable for non-coding tasks, user reports; performance unreliable beyond coding r/LocalLLaMA → story

Aug 7

27d ago Serving Deepseek v4 Flash 0731 on 2x DGX Spark; how to lower VRAM usage and increase OS headroom for RAM? r/LocalLLaMA → story

27d ago DeepSeek V4 Flash 0731 reveals ARC-AGI results r/LocalLLaMA → story

27d ago Is GLM 5.2 and Kimi 2.7 still relevant amid newer models like Kimi K3, Qwen 3.8 Max, and V4 pro Deepseek? r/LocalLLaMA → story

Aug 6

28d ago Deepseek aims to run LLMs locally without a GPU; user argues it as an affordable alternative r/LocalLLaMA → story

28d ago Frontier narrows pricing gap as performance catches up to price concerns; users report downgraded free version after new models release r/LocalLLaMA → story

28d ago DeepSeek signals a significant price increase for AI services, testing its low-cost edge Hacker News (AI) → story

28d ago AI labs raise prices with little notice after DeepSeek API hike; customers warn about production impact and the need to reconsider hosting or providers. r/LocalLLaMA → story

28d ago Users discuss training their own AI from scratch on personal systems for experimentation, sharing hardware and techniques tested from recent research. r/LocalLLaMA → story

Aug 5

29d ago I remember a time when 'flash' meant 32B r/LocalLLaMA → story

29d ago NVIDIA V100 32GB suitable for DeepSeek V4 Flash for 30-50 users, per user inquiry r/LocalLLaMA → story

29d ago DeepSeek's Liang Wenfeng: Full remarks from an investor meeting Hacker News (AI) → story

29d ago DeepSeek-v4-flash-mini demonstrates continued exploration of whoops DeepSeek work; user submission discusses extending DeepSeek via exploration r/LocalLLaMA → story

29d ago TensorSharp adds MoE CPU-offload feature to main, enabling up to 35B-A3B MoE to fit with long-context KV cache on 12-16 GB GPUs; router, shared experts stay on accelerator. r/LocalLLaMA → story

Aug 5, 2026 HuggingFace model requires more DRAM; user anticipates DRAM prices may rise r/LocalLLaMA → story

Aug 5, 2026 PSA: Update CUDA from 13.2 to 13.3 to fix DeepSeek V4 Flash 0731 looping issue r/LocalLLaMA → story

Aug 4

Aug 4, 2026 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

Aug 4, 2026 Full 1M context on a single RTX5090 with DDR5 desktop setup using vLLM CPU/RAM offloading; ~800 tps per prompt and 15+ tps decode r/LocalLLaMA → story

Aug 4, 2026 DeepSeek V4 Flash 2.98x faster, lossless; updated template supports reasoning levels Hacker News (AI) → story

Aug 4, 2026 Best way to run DS4 flash on a Mac (M3 Ultra) with 192 GB+ VRAM; includes dspark/mtp support and rising token throughput r/LocalLLaMA → story

Aug 4, 2026 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

Aug 3, 2026 Ling-3.0-flash tested as an additional model option before qwen3.8 27b r/LocalLLaMA → story

Aug 3, 2026 Was the release of deepseek v4 flash planned to take spotlight against 5.6 luna? r/LocalLLaMA → story

Aug 3, 2026 Dual RTX Pro 6000s: DSpark with SGLang and VLLM won’t work; user seeks configuration tips and recipes to get it running r/LocalLLaMA → story

Aug 3, 2026 Question about quantization versus model size in LLMs r/LocalLLaMA → story

Aug 2

Aug 2, 2026 Quantizing KV Cache for DeepSeek V4 Flash degrades quality, per DS4F perplexity results r/LocalLLaMA → story

Aug 2, 2026 DeepSeek-V4-Flash-0731 surpasses Fable-5, Sol, and Kimi-K3 on Chess Benchmark r/LocalLLaMA → story

Aug 2, 2026 Setting up a 16x GX10 (DGX Spark) cluster to run locally frontier-level open models with 8x per 2-model split and potential 2T+ models r/LocalLLaMA → story

Aug 2, 2026 DSv4F prompts should not include system messages mid-conversation to avoid corrupting the prompt cache r/LocalLLaMA → story

Aug 2, 2026 DeepSeek's Theory of the AI Gap Hacker News (AI) → story

Aug 2, 2026 June newsletter: highlights include accidental cyberattacks by OpenAI and Anthropic models under test, GPT-5.6 Sol/Terra/Luna, Claude Opus 5, Kimi K3 and DeepSeek-V4-Flash-0731, and other model releases Simon Willison → story

Aug 1

Aug 1, 2026 Can smaller models keep getting smarter, or is there a limit to reducing size without losing intelligence? r/LocalLLaMA → story

Aug 1, 2026 Deepseek v4 flash 0731 struggles to follow rules prompts and skills r/LocalLLaMA → story

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