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I compared local models and different quants / config on a subset of swe-verified bench
And gathered a lot of data. you can see them for yourself And For the most curious, there are additional details here In this graph, I regrouped the finetunes under their base models. but you can
LocalLLaMA (Reddit) · about 2 hours ago
Running Qwen 3.6 35B MoE (Q4_K_M) on a Zeus (Xiaomi 12 Pro, 12GB RAM)
LocalLLaMA (Reddit) · about 2 hours ago
Deepseek V4 Flash ~105 t/s on two Nvidia 4090d 48G (ada) in vLLM
LocalLLaMA (Reddit) · about 4 hours ago
The LLM distillation process simplified for politicians:
LocalLLaMA (Reddit) · about 4 hours ago
The full file
Every headline, in order
CryptoBlack Forest Labs Unveils FLUX 3 AI: Ditches Stills for Video—And Robot HandsCryptoGemini sent $10M in Bitcoin to Trump PAC after joint motion with CFTCCryptoBitcoinist.App Brings Private Mining Pools to iOSAII compared local models and different quants / config on a subset of swe-verified benchCryptoCoinbase lets businesses accept USDC payments from AI agentsAIRunning Qwen 3.6 35B MoE (Q4_K_M) on a Zeus (Xiaomi 12 Pro, 12GB RAM)CryptoGoldman Sachs CEO Breaks With Wall Street to Back Crypto Clarity ActCryptoElizabeth Warren Claims Clarity Act Would Help Trump — And ‘Criminals and Cartels’CryptoBitcoin slides below $65K as Iran conflict fuels $100 oil and bond-yield surgeCryptoClarity Act expected to miss its window before Congress' summer break, leadership saysCryptoNasdaq-Listed Zhibao Wants a Bitcoin Treasury, Plans to Sell $220M in Stock for BTCCryptoBitcoin treasury company erases 7.7M shares after selling 177 BTC – yet Bitcoin per share fellCryptoSmarter Web Company Sells Bitcoin to Clear $11.7 Million Debt FacilityCryptoHere’s what happened in crypto todayCryptoCrypto industry to contribute $55B to US economy in 2026: NCA studyCryptoAs BitMEX exits, analysts warn crypto consolidation is acceleratingCryptoRobinhood CEO Vlad Tenev's X Account Hacked to Shill Fake 'Vladhood' TokenCryptoSEC pays $150,000 as Coinbase-backed Freedom Of Information Act settlement releases two withheld documentsCryptoBitcoin Slumps But These Mining Stocks Are Up Thanks to AI DealsAIDeepseek V4 Flash ~105 t/s on two Nvidia 4090d 48G (ada) in vLLMCryptoBitcoin May Have Already Bottomed—If the Fed Helps, Says GrayscaleAIThe LLM distillation process simplified for politicians:AIBenchmarks: AntLing-3.0-flash a hybrid-reasoning MoE model built for production-scale agents.CryptoRobinhood CEO Vlad Tenev's X account hacked to promote token amid memecoin frenzyAIAntLing-3.0-flash is now live on OpenRouter, and free to use through August 3, 2026CryptoTesla books $112 million crypto paper loss as digital assets fall to $674 millionCryptoTassat wants to help smaller banks tap the trillion-dollar stablecoin boom before Wall Street lock them outCryptoRobinhood CEO’s X account hacked in apparent memecoin scamAICPU-only inference on a Celeron N5095 SBC: 6 models from 0.6B to 8B, benchmarkedCryptoRobinhood CEO’s X account hacked to promote Vladhood memecoin flagged as ‘scam’CryptoBrazilian Farmers Are Tokenizing Cows to Get Farm Loans—And It's WorkingCryptoBitMEX shutdown gives traders 2 months to withdraw, but active positions face an earlier deadlineCryptoMoonPay now accepts Discover Network cards for crypto purchases and sales in USCryptoGoldman Sachs CEO backs ‘not perfect’ CLARITY Act as vote expected soonCryptoCoinbase's corporate customers can now accept payments from AI agentsCryptoBlackRock Says Crypto Can Outrun the Quantum Threat — If It Moves Fast EnoughCryptoHere’s why the CLARITY Act’s ethics deal may be so hard to reachCryptoBTC treasury firm Empery Digital invests $20M in AI data center developer Cardinal Data PowerCryptoSwan CEO claims Twenty One serves Tether’s US political interests, calls Mallers’ role ‘ceremonial’AIApple M5 isn't making full use of its matmul cores yetCryptoEthereum nears market bottom against Bitcoin, though key signals remain unconfirmed: CryptoQuantAIPSA on Laguna S-2.1 - Use the updated chat template and GGUFCrypto$460 billion Bitcoin risk draws BlackRock, Coinbase and Strategy into $15M quantum defense missionCryptoCoinbase calls AI payments its ‘most high-conviction bet’ as businesses begin accepting agent paymentsCryptoThe SEC settles with Coinbase over its missing Gary Gensler textsCryptoGoldman Sachs Backs the Clarity Act, Splitting Wall Street Over Crypto RulesCryptoBlackRock, Coinbase and Strategy Pledge $15M to Quantum-Proof BitcoinCrypto$131 billion crypto vault boom will test the limits of SEC’s friendlier crypto stanceCryptoCrypto for Advisors: It’s time for tokenization to get to workCryptoCoinbase Builds Post-Quantum Custody System, Funds Bitcoin’s Crypto UpgradeCryptoWhite House pushes back as key Democrats rejects CLARITY Act’s crypto ethicsCryptoKazakhstan Moves to Build a National Crypto Reserve Funded by Bitcoin MinersCryptoUniswap pushes deeper into tokenized assets with permissioned trading poolsCryptoGoldman Sachs CEO backs Clarity Act despite banking industry's concerns over stablecoin rulesCryptoCrypto Derivatives Exchange BitMEX To Shut Down in SeptemberCryptoStrategy, BlackRock form Bitcoin Security Consortium to prepare for quantum computing threatCryptoProof of Reserves: What It Means for Exchange TrustCryptoBlackRock, Coinbase, Strategy Among Nine Firms Launching the Bitcoin Security Consortium, Pledging $15 Million To BTC Security DevelopmentCryptoFears of AI-driven DeFi hack epidemic overstated for now — but not for long CryptoBinance joins STOP THE TRAFFIK in anti-human trafficking effortCryptoLatest $3.8 billion RWA recovery shows how quickly DeFi absorbed the KelpDAO shockCryptoStrategy-led group pledges $15M to quantum-proof Bitcoin networkCryptoThe KIDS Act is way worse than digital carding — it is a mass surveillance systemCryptoLayerZero, Keeta enable tokenized bank deposits across Ethereum, Solana and BaseCryptoFlow Traders pilots Lombard’s new bitcoin-backed credit strategy for stablecoin borrowingCryptoBlackRock, Coinbase, Strategy in a new group pledging $15 million to prepare Bitcoin for quantum threatsCryptoSoutheast Asian Scam Networks Cost Victims Up to $114B in a Year: UNCryptoBitget secures license for New Zealand expansionCryptoXRP’s $1.16 recovery gets support from whales and a $285 million ETF streakCryptoMorning Minute: Wall Street Moving Onchain Will Drive the Next Bull MarketCryptoAbu Dhabi's Mubadala Capital joins tokenization push as Coinbase takes stake in onchain fundCryptoPolymarket to challenge France’s nationwide website blockAIThe Little Tech Association, a new group of ~200 companies across the startup community, including Y Combinator, urges Trump not to ban Chinese open-weight AIAICEO of Hugging face: Heading to San Francisco to have a little chat with that “rogue agent”CryptoBulls face a test unlike anything in bitcoin's 17-year historyCryptoCrypto 'Wrench Attacks' Cost Victims $124M in Six Months, Up 12x: CertiKCryptoBitcoin rose 2% on CLARITY progress while Coinbase, Circle jumped over 8% – but why?Crypto‘Not currently the right capital solution’: Smarter Web sells 178 bitcoin to repay $11.7M convertible instrumentAIAbsurd claim: the distilled model outperforms the originalsCryptoCrypto catches its breath as bitcoin settles into a holding pattern amid July rallyCryptoArbitrum Perp DEX AFX Trade Drained of $24M, Offers Hacker 30% to Return ItAIDeepSeek Founder’s 4-hour investor meeting: DeepSeek is prioritizing AGI over user growth and commercialisationCryptoCircle partners with Kakao, Toss Bank to explore stablecoin payment rails in South KoreaCryptoLive markets: Bitcoin slides as stocks slump on Iran war expansion, AI spending concernCryptoBitMEX to shut down permanently 11 years after Arthur Hayes co-founded crypto exchangeCryptoBitMEX to Close on September 23, Halts New Sign-UpsCryptoNew Verus-Ethereum bridge attack drains $7.5 million through flaw used in May: BlockaidAIModel "distillation" accusations are getting way overblown at this pointCryptoSouth Korea’s Mirae Asset completes acquisition of Korbit crypto exchangeAIQuoting Seth LarsonCryptoArbitrum protocol AFX Trade hit by $24 million bridge exploit: BlockaidAIBringing Nunchaku 4-bit Diffusion Inference to DiffusersAIQuoting Thomas PtacekAIOpenAI’s accidental cyberattack against Hugging Face is science fiction that happenedAIAre AI labs pelicanmaxxing?AISanctions on Open Source. hope they don’t do anything stupid here.CryptoBipartisan support ‘critical’ as Democrats push back on GOP crypto bill on ethics groundsCryptoCoinbase Wants to Be Canada's One-Stop Shop for Stocks, Crypto and Prediction MarketsCryptoKraken Parent Company Makes Moves to Offer xStocks From Global MarketsCryptoAlibaba's New Qwen Image 3 AI Wants to Be Useful, Not Just PrettyAIOrchestrionsAIOpen models recap: more on Kimi K3, Qwen 3.8, Xi's WAIC speech, distillation, the open-closed gap, and what's nextAIThe State of Simulation for Physical AI: An OverviewAICalifornia Sea LionAINativ: Run AI models locally on your MacAIA Fireside Chat with Cat and Thariq from the Claude Code teamAIGrabette: an open system to record robot-manipulation dataAIReverse-engineering is cheap nowAIWho’s Afraid of Chinese Models?AIKimi K3: The open-weights escalationAIImport AI 465: Open vs closed gaps; Kimi K3; Demis' big policy plan AIQuoting Sam AltmanAIAI Mania Is Eviscerating Global Decision-MakingAIClaude Code uses Bun written in Rust nowAISQLite Query ExplainerAIControlling Reasoning Effort in LLMsAIClaude make Fable 5 permanentAINewer Models, Same AdvantageAISecurity incident disclosure — July 2026AIWhat building Shippy taught us about building agentsAIModel Routing Is Simple. Until It Isn’t.AIWelcome Inkling by Thinking MachinesAIIntroducing Real World VoiceEQ: Measuring the human quality of voice AIAI6 months to live for open modelsAIProfiling in PyTorch (Part 3): Attention is all you profileAINative-speed vLLM transformers modeling backendAIFrom Hugging Face to Amazon SageMaker Studio in one clickAIHugging Face Models on Foundry Managed ComputeAIRun AI workloads on any cloud, store on Hugging Face: zero-egress storage with SkyPilotAILeRobot v0.6.0: Imagine, Evaluate, ImproveAIImport AI 464: Fable writes GPU kernels; AI automation; and analog computationAIImport AI 463: Self-improving robots; a 10k Chinese GPU cluster; and an elegiac essay for the human eraAILatest open artifacts (#22): Zyphra, Cohere, and Poolside are expanding the breadth of the ecosystemAIUsing Local Coding AgentsAIGLM-5.2 is the step change for open agentsAIImport AI 462: Superpersuasion; self-sustaining AI; paths to ASIAIBanning Open Source AI Would Be A MistakeAIState of the blog, mid-2026AIFrontier post-training recipe review with Finbarr TimbersAIImport AI 461: "Alignment is not on track"; FrontierCode; and synthetic research internsAIWelcome to the AGI era of AI governanceAIClaude Fable 5 and new AI safety fablesAIImport AI 460: Reward hacking society, RSI data from Anthropic; and RL-based quadcopter racingAILLM Research Papers: The 2026 List (January to May)AIFarewell Ai2AIImport AI 459: AI oversight is difficult; scaling laws for protein folding models; and pricing the extinction risk of AI systemsAIOpen and closed models are on different exponentialsAISome ideas for what comes next, May 2026AIImport AI 458: Reckoning with the future; and a singularity storyAIImport AI 457: AI stuxnet; cursed Muon optimizer; and positive alignment AILatest open artifacts (#21): Open model bonanza! Gemma 4, DeepSeek V4, Kimi K2.6, MiMo 2.5, GLM-5.1 & others. On CAISI's V4 assessment.AIRecent Developments in LLM Architectures: KV Sharing, mHC, and Compressed AttentionAIHow open model ecosystems compoundAIImport AI 456: RSI and economic growth; radical optionality for AI regulation; and a neural computer AIImport AI 455: AI systems are about to start building themselves.AIImport AI 454: Automating alignment research; safety study of a Chinese model; HiFloat4 AIMy Workflow for Understanding LLM ArchitecturesAIImport AI 453: Breaking AI agents; MirrorCode; and ten views on gradual disempowermentAIImport AI 452: Scaling laws for cyberwar; rising tides of AI automation; and a puzzle over gDP forecasting AIComponents of A Coding AgentAIImport AI 451: Political superintelligence; Google's society of minds, and a robot drummer AIA Visual Guide to Attention Variants in Modern LLMsAIA Dream of Spring for Open-Weight LLMs: 10 Architectures from Jan-Feb 2026AIAfter Orthogonality: Virtue-Ethical Agency and AI AlignmentAICategories of Inference-Time Scaling for Improved LLM ReasoningCryptoVenezuela’s sanctions are stablecoins’ proof of conceptCryptoThe Strategy playbook looks different in 2026CryptoRanger’s ICO starts today, and MetaDAO eyes a resetCryptoETH derivatives reset and the next retail tradeCryptoFriday charts: Finding good news, in spite of bad headlinesCryptoDePIN and crypto gaming led a surprising end-of-year reboundCryptoCanton’s $6T RWA rails and Lighter’s Hyperliquid multipleCryptoThe long wait for crypto’s “coffee pot” momentCryptoFailure is an option in crypto financeCryptoYield Basis is making native BTC yield a realityCryptoUsers are the best investors to haveCryptoA sleeper in the perps categoryCryptoThe old story of investing in new technologyCrypto2025 ReflectionsAIThe State Of LLMs 2025: Progress, Problems, and PredictionsAILLM Research Papers: The 2025 List (July to December)CryptoThe perps wars are heating upAIFrom DeepSeek V3 to V3.2: Architecture, Sparse Attention, and RL UpdatesAIBeyond Standard LLMsAIUnderstanding the 4 Main Approaches to LLM Evaluation (From Scratch)AIUnderstanding and Implementing Qwen3 From ScratchAIAGI Is Not MultimodalAIShape, Symmetries, and Structure: The Changing Role of Mathematics in Machine Learning ResearchAIWhat's Missing From LLM Chatbots: A Sense of PurposeAIWe Need Positive Visions for AI Grounded in WellbeingAIFinancial Market Applications of LLMsAIA Brief Overview of Gender Bias in AIAIMamba ExplainedAICar-GPT: Could LLMs finally make self-driving cars happen?AIDo text embeddings perfectly encode text?AIWhy Doesn’t My Model Work?AIDeep learning for single-cell sequencing: a microscope to see the diversity of cellsAISalmon in the LoopAINeural algorithmic reasoningAIThe Artificiality of Alignment