Infrastructure & Compute
461 signals across 125 briefings.
2026-08-17
- ๐ดWhy NVIDIAโs Six-Year-Old A100 GPU Is Still Making Money
- ๐ดCOMPUTE SCARCITY IS PERMANENT. BUILD A LADDER (12 MINUTE READ)
- ๐ขStrongest candidates for an AI Microchip moment
- ๐ขdatawhalechina/llm-algo-leetcode โ LLM algorithm practice lab with theory, solutions, and test cases.ใๅคงๆจกๅ็ฎๆณไธ็ณป็ปๆ็จใ้ขๅๅคงๆจกๅๅ ฅ้จๅฐ่ฟ้ถ็็ฎๆณๅฎๆๆ็จ๏ผ่ฆ็ๅ็่ฎฒ่งฃใ็ญๆก่งฃๆใๆต่ฏ็จไพไธ CUDA/Triton ๅฎๆใ
2026-08-16
- ๐ดSSOG-Attention: Sum Of Separable Gaussians as a sub-quadratic and scalable alternative to SDPA. [R]
- ๐ดPaper claims RL for reasoning only changes 1-3% of tokens, and they replicate the gains without RL at ~1000x less compute
- ๐ดIBM AND TOGETHER AI BUILD A $240M INFERENCE CLUSTER (3 MINUTE READ)
- ๐ดAI IS CREATING A DATA CENTER CAPACITY CRISIS (5 MINUTE READ)
- ๐ดNVIDIA'S $500B AI FINANCING POOL COULD RESHAPE CHIP AVAILABILITY (7 MINUTE READ)
- ๐กjundot/omlx โ LLM inference server with continuous batching & SSD caching for Apple Silicon โ managed from the macOS menu bar
- ๐ก[Career Advice] Final-year in Physical AI / Robotics. How is the market & global hiring for freshers? [D]
- ๐กThe dream is to reach 200GB VRAM
- ๐กTHUDM/slime โ slime is an LLM post-training framework for RL Scaling.
- ๐กNvidia dramatically reduces amount of OpenAI infra financing it may guarantee
2026-08-15
- ๐ดMakazhanAlpamys/Soup โ Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.
- ๐ดIf you had a bunch of GPUs lying around, what would you actually build with them? (Running LLMs is off the table) [D]
- ๐ดNVIDIA'S RISKY BUSINESS (22 MINUTE READ)
- ๐ดNVIDIA'S $500B BET TO MAKE AI COMPUTE WALL STREET'S NEXT ASSET CLASS (5 MINUTE READ)
- ๐ดCHINA AI CHIP DESIGNER MOORE THREADS PLANS HONG KONG LISTING (3 MINUTE READ)
- ๐ขI built a small game discovery toy, not a chatbot wrapper
- ๐ขThe Trump administration is pressuring Apple not to buy Chinese memory chips as AI data centers drain global supply.
2026-08-14
- ๐กTraining gets the headlines. Inference gets the invoice.
- ๐กNVIDIA LINES UP $500 BILLION IN FINANCING AS CEO JENSEN HUANG TELLS CNBC HIS CHIPS ARE โINVESTABLE ASSET' (4 MINUTE READ)
- ๐กCOMPUTE IS REVENUE. REVENUE IS COLLATERAL (18 MINUTE READ)
- ๐กNvidia is said to be assembling a $500B AI infra raise with six Wall Street giants, including Apollo and Goldman Sachs, to fund data centers and power production.
- ๐ก@elonmusk: Orbital compute will be the only way to scale AI probably sometime in 2029 due to power availability& permitting problems on land
- ๐ขA Contract-Grade Verifier for LLM-Generated GPU Kernels
- ๐ขA linter for PyTorch 'torch-preflight' [P]
2026-08-13
- ๐ขNVIDIA-NeMo/Automodel โ ๐ Pytorch Distributed native training library for LLMs/VLMs with OOTB Hugging Face support
- ๐ขskypilot-org/skypilot โ The AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one AI supercomputer, so frontier AI teams build custom intelligence faster.
- ๐ขUrgenT Help Detecting Performance Regressions Using Machine Learning and Hardware Counters [P]
2026-08-12
- ๐ดRTX 6000 PRO price raised to $16,000 USD on the Nvidia website
- ๐กNVIDIA's Fastest Blackwell GPU, the 96 GB RTX PRO 6000, Now Costs $16,000, Almost Double Its Original Price
- ๐กLightricks/LTX-2 โ Official Python inference and LoRA trainer package for the LTX-2 audioโvideo generative model.
- ๐ขLiquidAI/LFM2.5-VL-3B ยท Hugging Face
- ๐ขTuringLang/Turing.jl โ Bayesian inference with probabilistic programming.
2026-08-11
- ๐ดDid Pathway just reveal the architecture breakthrough Andrew Curran predicted? Its 150M model sets a new ARC-AGI-1 cost-efficiency frontier
- ๐ดcactus-compute/needle โ 14MB foundation model for tiny devices; phones, wearables, smart home, and robots.
- ๐กProspects of Finding a ML Engineering Job [D]
- ๐กAI outputs are becoming harder and harder to read. I donโt just mean their sloppy smell but a lot of the time I just want to scream โspeak to me like a normal humanโ, which, I guess, is ironic.
- ๐กTHE TRAINING INFRASTRUCTURE BEHIND AI-POWERED JOB SEARCH: 8X FASTER MULTI-TEACHER DISTILLATION (7 MINUTE READ)
- ๐กByteDance is reportedly pre-training an AI with up to 10T parameters, which would triple the size of China's largest model to date and potentially rival Anthropic's Mythos.
- ๐กCherokee Nation bans hyperscale data centers on tribally owned, trust lands
- ๐ขResearch direction: Intelligent Model Weight transfer between LLMs [R]
- ๐ขContinued development of the model based on the SSN [D]
2026-08-10
- ๐กAfter a few long years of finding time to document my lessons from training open models, my post-training book is done! Itโs published by Manning, under the titleReinforcement Learning from Human Feed
- ๐กThe book started as a website where I wanted to document key methods of post-training that had potentially no online material explaining them. If there was something, I couldnโt find it. This existed
- ๐กHumanising LLM Outputs Is Dumb
- ๐ขBREAKING: NVIDIA Partners With Apollo, BlackRock, Blackstone, Brookfield, Goldman Sachs and KKR to Establish AI Compute Infrastructure Financing Platforms to Mobilize Over $500 Billion of Third-Party Capital
2026-08-09
- ๐ดDemis Hassabis Expects All Diseases To Be Cured Within 20 Years
- ๐กWithin this, OpenAI seems much more committed to inference-time scaling, and this may be correlated with surprising behaviors in the future. OpenAIโs reasoning persistence and efficiency โ see their P
- ๐กOne of their star researchers, Noam Brown, has also beenpostingabout inference-time compute a lot. His TLDR is:
- ๐กGEM TRAINING: HOW META DOUBLED THE EFFICIENCY OF ITS LLM-SCALE ADS FOUNDATION MODEL (12 MINUTE READ)
- ๐กSHOULD YOU SELF-HOST INFERENCE? (14 MINUTE READ)
- ๐กARISTA HITS FIRST $3B QUARTER AS AI NETWORKING DEMAND CONTINUES AND SUPPLY PRESSURES SHOW SIGNS OF IMPROVEMENT (7 MINUTE READ)
- ๐ขInsForge/InsForge โ The all-in-one, open-source backend platform for agentic coding. InsForge gives your coding agent database, auth, storage, compute, hosting, and AI gateway to ship full-stack apps end-to-end.
- ๐ขis there any ai music tool that can recreate a garbage quality song into higher quality without altering the vocals or instruments
2026-08-08
- ๐ดcloudflare/computer โ Give your agent a computer ๐พ
- ๐กSelf-sustaining and self-replicating AI viruses are here:โฆOpen weight LLMs + a well-designed harness = a persistent, self-sufficient virusโฆAI researchers have built a prototype computer virus which us
- ๐กTheArtifacts Hubโ a curated view of the models trending on Hugging Face, highlighting inference tokens viaOpen Router, model intelligence viaArtificial Analysis, and ourtailored adoption metricsbuildi
- ๐กHUAWEI'S TOP SCIENTIST WARNS OF CHIP LIMIT NVIDIA WILL SOON FACE (4 MINUTE READ)
- ๐กAI infrastructure startup Volta, founded earlier this year, emerged from stealth with a reported $10B compute deal with Anthropic and funding at a $2.4B valuation.
- ๐กvllm-project/vllm โ A high-throughput and memory-efficient inference and serving engine for LLMs
- ๐ขhiggsfield-ai/higgsfield โ Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters
- ๐ขNVIDIA-NeMo/Nemotron โ Developer Asset Hub for NVIDIA Nemotron โ A one-stop resource for training recipes, usage cookbooks, datasets, and full end-to-end reference examples to build with Nemotron models
- ๐ขopenai/CLIP โ CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
- ๐ขSynthesizing and formally verifying a SWAR bit-hack for INT4 dot products using Z3 and Lean 4 [P]
- ๐ขCliMA/ClimaAtmos.jl โ GPU-capable global atmosphere model of the CliMA Earth System Model, designed for calibration with data assimilation and machine learning
2026-08-07
- ๐ดImagenet-1k Classifier trained entirely on an Android [P]
- ๐กCLOUDFLARE COMPUTER (7 MINUTE READ)
- ๐กDS4 Flash incoming price increase "we've been able to reproduce their current prices even on rented GPUs"
- ๐กArbitrage: Efficient Reasoning via Advantage-Aware Speculation
- ๐ขhiggsfield-ai/higgsfield โ Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters
2026-08-06
- ๐ดAMD acquires Taalas to boost inference performance by etching models in silicon
- ๐ก@_akhaliq: Toward Skill-Native LLMs Skill Entropy for Benchmarking and Training Long-Horizon Reasoning paper: https://huggingface.co/papers/2608.05139
- ๐ขNirDiamant/agents-towards-production โ End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
2026-08-04
- ๐ดSK hynix, In Collaboration With SanDisk, Unveils The New High Bandwidth Flash (HBF) Standard, Helping To Resolve AI Inference Bottlenecks, Targeting Up To 3TB/s Bandwidth
- ๐กMAKE OCI COMPUTE LOGS PART OF YOUR SECURITY POSTURE (5 MINUTE READ)
- ๐กEU PLANS SEVEN AI GIGAFACTORIES IN $11.4B COMPUTE PUSH (4 MINUTE READ)
- ๐กGOOGLE CLOUD EXPANDS STORAGE AND NETWORKING FOR AI CLUSTERS (4 MINUTE READ)
- ๐กPredictions about AI replacing programmers go back to the 1960s
2026-08-03
- ๐กSelf-sustaining and self-replicating AI viruses are here:โฆOpen weight LLMs + a well-designed harness = a persistent, self-sufficient virusโฆAI researchers have built a prototype computer virus which us
- ๐กThree years ago,inference engineering barely existed as a category.
- ๐กTheArtifacts Hubโ a curated view of the models trending on Hugging Face, highlighting inference tokens viaOpen Router, model intelligence viaArtificial Analysis, and ourtailored adoption metricsbuildi
- ๐กCOMPUTER USE IS FAR FROM SOLVED (7 MINUTE READ)
- ๐กDATA CENTER BACKLASH COULD SLOW CIOS' AI PLANS (6 MINUTE READ)
2026-08-02
- ๐กHow extreme is the difference in using vs not using quality prompts?
- ๐กConsolidation has been one of the paths that many astute observers predicted for the near-future of labs training models. It was labelled as inevitable, as training costs are increasing by orders of m
- ๐กWHY COMPUTE MIGHT GET 10X+ MORE EXPENSIVE IN COMING YEARS (8 MINUTE READ)
- ๐กCISCO CLOSE TO RELEASING MORE AI MODELS, THIS TIME FOR DEEP NETWORKING OPS (3 MINUTE READ)
- ๐กVacuum 16T
2026-08-01
- ๐ดTen advances in mathematics and theoretical computer science
- ๐ดkarpathy/autoresearch โ AI agents running research on single-GPU nanochat training automatically
- ๐กunslothai/unsloth โ Unsloth is a local UI for training and running Kimi K3, Gemma 4, Qwen3.6, DeepSeek-V4, GLM and other models.
- ๐กZipstack/unstract โ LLM-Driven Extraction of Unstructured Data โ Built for API Deployments & ETL Pipeline Workflows
- ๐ก@reach_vb: An internal version of Astra, our next major model, found new results across 10 long-standing open problems in math and theoretical computer science. The total token cost to find all 10 solutions? Rou
- ๐ขThe trojan horse of Lazy AI hate takes & the road to totalitarianism built on good intentions.
2026-07-31
- ๐กOPENAI CLOSE TO LANDING $500 BILLION DATA CENTER WITH NVIDIA'S BACKING (8 MINUTE READ)
- ๐กNVIDIA BETS ON ILYA SUTSKEVER'S NEW AI LAB TO EXPAND COMPUTE REACH (3 MINUTE READ)
- ๐กHOW NVIDIA BUILDS OPEN MODELS FOR THE AGE OF AI (20 MINUTE READ)
- ๐กTHE COMPUTER THAT HELPED WIN WORLD WAR II (18 MINUTE READ)
- ๐กCLOUDMAXXING SUCKS NVIDIA INTO DANGEROUS GAME (3 MINUTE READ)
- ๐ขPredictive Speculative KV Replication for Bursty LLM Inference
2026-07-30
- ๐กIn computer science, an ontology is โa description of data structure โ of classes, properties, and relationships in a domain of knowledgeโ (as nicelydefined by Oxford Semantic Technologies).Coyle hims
- ๐กIlya Sutskever recently offered a compact history of modern AI. From roughly 2012 to 2020, he argued, the field lived in an age of research. From 2020 to 2025, it entered an age of scaling. Now we are
- ๐กchiphuyen/aie-book โ [WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)
- ๐กansible/ansible โ Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that approaches plain English, using SSH, with no agents to install on remote systems.https://docs.ansible.com.
2026-07-29
- ๐ดNvidia is expected to raise GeForce RTX GPU prices again by up to 30%
- ๐ดlyogavin/airllm โ AirLLM 70B inference with single 4GB GPU
- ๐กsgl-project/sglang โ SGLang is a high-performance serving framework for large language models and multimodal models.
- ๐กElon Musk: โIf Chinese Companies had a lot of Compute, good chance that They Would be Leaders in AI. At Some Point, They will probably have More Computeโ
- ๐กAI firms bought and destructively scanned millions of physical books to train models โ and a court ruled it was fair use
- ๐กSam Altman says he gets why people don't want AI data centers in their backyard
- ๐ขNVIDIA & others form the Open Secure AI Alliance
2026-07-28
- ๐กNeurIPS 2026 AI-generated reviews [D]
- ๐กWill AI literacy become a basic workplace skill?
- ๐กNVIDIA IN TALKS WITH OPENAI TO GUARANTEE $250 BILLION FINANCING FOR DATA CENTER (5 MINUTE READ)
- ๐กNanmiCoder/cc-haha โ ๆฌๅฐไผๅ ็่ทจๅนณๅฐ Claude Code / Agent ๆก้ขๅทฅไฝๅฐ๏ผๅค AgentใGit Worktreeใไปฃ็ Diffใๆ่ฝๅธๅบใๅคๆจกๅใComputer Useใไปปๅกๆ็ฅๆก้ขๅฎ ็ฉ๏ผๅนถๆฏๆๅพฎไฟกใ้ฃไนฆใ้้ใTelegramใWhatsApp ไธ H5 ่ฎฟ้ฎใ
- ๐กlightseekorg/tokenspeed โ TokenSpeed is a speed-of-light LLM inference engine.
- ๐ขfacebookresearch/segment-anything โ The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
- ๐ขNVIDIA-NeMo/Nemotron โ Developer Asset Hub for NVIDIA Nemotron โ A one-stop resource for training recipes, usage cookbooks, datasets, and full end-to-end reference examples to build with Nemotron models
- ๐ขai-dynamo/dynamo โ A Datacenter Scale Distributed Inference Serving Framework
- ๐ขSK Hynix stock fell some 40% in the last 30 days, finally cheap RAM and GPUs again?
2026-07-27
- ๐ดNvidia invest in SSI
- ๐กlightningpixel/modly โ Desktop app to generate 3D models from images using local AI โ runs entirely on your GPU
- ๐กU.S. AI chip startup Etched secured $300M in new funding just weeks after exiting stealth, with the company now valued at $10.3B and pushing its total funding past $1B.
- ๐กRead our last Robotics newsletter: A $1.7B computer for the physical world
- ๐กChinese Chipmaker CXMT's market capitalization surpassed Intel
- ๐กBuilt & Trained a Transformer from Scratch in Pure PyTorch for English-to-Tamil Machine Translation [Math + Code Breakdown] [P]
- ๐ขNVIDIA Ising Enables Fully Automated Quantum Computer Calibration with Enhanced In-Context Learning
- ๐ขTraining data needs a real go/no-go gate before training [D]
2026-07-26
- ๐ดCrosstalk-Solutions/project-nomad โ Project N.O.M.A.D, is a self-contained, offline survival computer packed with critical tools, knowledge, and AI to keep you informed and empoweredโanytime, anywhere.
- ๐กListen onApple Podcasts,Spotify, andwhere ever you get your podcasts. For other Interconnects interviews,go here.
- ๐กAMD AND ANTHROPIC SIGN MAJOR CHIPS-AND-INVESTMENT DEAL (3 MINUTE READ)
- ๐กThe Rundown: The U.S. government named the first 278 projects in its $5B+ Genesis Mission, a Manhattan Project-like AI science push aimed at pairing scientists with compute, data, and models to tackle โthe most challengi
- ๐กChegg and StackOverflow were both basically destroyed by LLMs, what other websites / companies have already seen their traffic go to 0 because of LLMs?
- ๐ขWe compared different LLMs on IMO 2026 [R]
- ๐ขWorld's First(?) Underwhelming AMD Ryzen AI Halo Cluster
- ๐ขCliMA/ClimaAtmos.jl โ GPU-capable global atmosphere model of the CliMA Earth System Model, designed for calibration with data assimilation and machine learning
2026-07-25
- ๐กNVIDIA DETAILS ITS NEXT-GENERATION VERA CPU FOR AI, SETTING UP CHALLENGE TO AMD AND INTEL (6 MINUTE READ)
- ๐กThe Rundown: The U.S. government named the first 278 projects in its $5B+ Genesis Mission, a Manhattan Project-like AI science push aimed at pairing scientists with compute, data, and models to tackle โthe most challengi
2026-07-24
- ๐ดIt appears that the anti opensource AI lobby is far outgunned already
- ๐กAPPLE BRIEFLY BECAME THE WORLD'S MOST VALUABLE COMPANY, TOPPLING NVIDIA (1 MINUTE READ)
- ๐กChina's Z AI finished construction on a 1GW data center stocked exclusively with domestic chips, giving its GLM models a training hub without Nvidia hardware.
- ๐กtile-ai/tilelang โ Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels
- ๐ขflashinfer-ai/flashinfer โ FlashInfer: Kernel Library for LLM Serving
2026-07-22
- ๐กLooking for feedback on my GPU-accelerated Snake AI project [P]
- ๐ขNVIDIA/Model-Optimizer โ A unified library of SOTA model optimization techniques like quantization, distillation, pruning, neural architecture search, speculative decoding, etc. It compresses deep learning models for downstream deployment frameworks like TensorRT-LLM, TensorRT, vLLM, etc. to optimize inference speed.
2026-07-21
- ๐กIftest loss flatlinesafter 1.5B parameters whiletraining loss continues to dropas you scale, that tells you that your model islimited by the amount of informationin your data.
- ๐กAPPLE, NVIDIA VIE FOR TITLE OF WORLD'S MOST VALUABLE COMPANY (2 MINUTE READ)
- ๐กSpaceX is negotiating a multibillion-dollar compute deal with the U.S. DoD, adding to the list of rental partnerships that already include Google, Anthropic, and Reflection AI.
- ๐กMoonshot is halting new subscriptions after demand for its K3 model pushed the company to its compute limits, also splitting memberships into chat and coding plans.
- ๐ขNVIDIA/cosmos-framework โ Our inference and training framework to run on the Cosmos Models
2026-07-19
- ๐ดkvcache-ai/ktransformers โ A Flexible Framework for Experiencing Heterogeneous LLM Inference/Fine-tune Optimizations
- ๐กAm I focusing on the wrong skills as a CS student in the AI era? (Need brutally honest advice) [D]
- ๐กHACK SUGGESTS AI MUSIC GENERATOR SUNO SCRAPED YOUTUBE FOR TRAINING DATA (2 MINUTE READ)
- ๐ขPassing the Swedish Medical Licensing Exam by Post-Training Open-Weight LLMs with SFT and RLVR [P]
2026-07-17
- ๐ดAnyone else completely tuning out these massive "open weight" drops?
- ๐กY Combinator partner and entrepreneur Tom Blomfield announced that he is joining Anthropic as part of the companyโs compute team.
- ๐กMeta said its Hyperion data center in Louisiana is expanding to 5 gigawatts of compute, with its new $50B expected investment doubling October's estimate.
- ๐กNew York stalls the AI data center boom
- ๐กWhy it matters: Data centers have become a massively polarizing AI issue in the U.S., with growing anger (some founded, some inflamed) across every buildout. It's part of why Elon Musk and others are pushing for data cen
- ๐กA scorecard for the AI age
2026-07-12
- ๐ดChina's DeepSeek developing its own AI chip, sources say
- ๐กHUGGING FACE MODELS ON FOUNDRY MANAGED COMPUTE (10 MINUTE READ)
- ๐กReve rolled out version 2.1 of its 4K image model, retaking the No. 2 overall spot on Arena while training on under a tenth of rivals' compute.
- ๐กMeta is reportedly starting manufacturing of its in-house 'Iris' AI chip in September, with the company also expected to double its computing capacity to 14 GW in 2027.
- ๐กInsForge/InsForge โ The all-in-one, open-source backend platform for agentic coding. InsForge gives your coding agent database, auth, storage, compute, hosting, and AI gateway to ship full-stack apps end-to-end.
- ๐ขmoondream3.1-9B-A2B
- ๐ขObtaining Irregular Learning Curves with HyberBand Tuned ANN model for Price Prediction [P]
2026-07-11
- ๐กFACING US EXPORT CONTROLS, CHINA'S DEEPSEEK PLANS TO MAKE ITS OWN CHIPS (2 MINUTE READ)
- ๐กPerformance comparison on full compute performance (Anima) and LLM prompt processing of 5090 (600,475 and 400W) vs 6000 PRO MaxQ shunt modded and water cooled (at 300, 400, 475 and 600W), and 6000 PRO WS/SE (600W).
- ๐ขShow HN: Reame โ a CPU inference server that gets faster as it runs
- ๐ข[not mine] costs
2026-07-10
- ๐ดWhy doesn't the ML research community limit the number of submissions per author? [D]
- ๐ดHyperparameter tuning approach question [R]
- ๐ดTraining an LLM from scratch on 1800's texts (160GB dataset)
- ๐กNVIDIA'S NEXT-GEN AI RACK SYSTEM DELAYED TO 2028 ON MANUFACTURING SNAGS (4 MINUTE READ)
- ๐กTERAWULF JUMPS ON $19 BILLION DATA CENTER LEASE DEAL WITH ANTHROPIC (3 MINUTE READ)
- ๐กBROADCOM, APPLE EXTEND TIE-UP TO 2031 WITH NEW CUSTOM CHIPS (2 MINUTE READ)
- ๐กSothebyโs is auctioning off the โJensen Jacket,โ an autographed leather jacket previously worn by Nvidia CEO Jensen Huang, with an estimated final bid of $40โ60K.
- ๐กHow should I approach training this specific ML model for my startup project [D]
- ๐ขInference Optimization for MiMo v2.5: Pushing Hybrid SWA Efficiency to the Limit
- ๐ขtencent/HiLS-Attention-7B ยท Hugging Face
2026-07-07
- ๐กHOW AN AI TOKEN TRAVELS THROUGH A DATA CENTER (19 MINUTE READ)
- ๐กAPPLE PLANS FIVE NEW IPHONES THROUGH 2027, EYES CHINESE-MADE CHIPS AMID FOLDABLE PUSH (2 MINUTE READ)
- ๐กDOES A URL IN A PROMPT STEER AN LLM'S OUTPUT TOWARD ITS CONTENT? (22 MINUTE READ)
- ๐กThe game runs at 20 frames per second on a single Nvidia GPU, with the teams open-sourcing the code, training data, and a playable demo.
- ๐ขIEEE Rolls Out Large Language Models Training Course
- ๐ขMid research got me thinking what about reversed alignment, would trained "bad" model exhibit"good" behavior later and/or secretly [D]
2026-07-06
- ๐ดAMD Ryzen AI Halo โ $4k AI Dev Kit
- ๐ดSo... anyone copped one of these?
- ๐กANTHROPIC IS DISCUSSING A NEW CUSTOM CHIP WITH SAMSUNG (2 MINUTE READ)
- ๐กCLOUDFLARE SETS DEADLINE TO BLOCK AI CRAWLERS THAT BUNDLE SEARCH WITH AI TRAINING (10 MINUTE READ)
- ๐กMidjourney asked a judge to force Disney, Universal, and Warner Bros. to disclose their internal AI use, saying they may be training on unlicensed content (what their lawsuits accuse Midjourney of).
- ๐ขPrefill vs. decoding and local LLM ROI: is prefill underrated?
2026-07-05
- ๐ดI developed a 270 million parameter language model entirely from scratch as an independent research project
- ๐กHOW WE KEEP GPUS RELIABLE ACROSS DATABRICKS AI (12 MINUTE READ)
- ๐กAcclaimed theoretical computer scientist Jelani Nelson joined Anthropic, saying he wants to work on "the defining technology of our time."
- ๐กNew toy to test.
- ๐ขWho've told you that distributed training is impossible? Democratizing AI: The Psyche Network Architecture
2026-07-04
- ๐ดgoogle/tabfm-1.0.0
- ๐กDoing the actual math on a $20k local AI rig breakeven
- ๐กU.S. chipmaker Etched announced $800M in funding, while revealing a working inference chip with the full server rack as well as $1B in customer contracts.
- ๐กThe initial order traced to Amazon researchers who pushed past Fableโs guardrails to spot security flaws, outputs Anthropic said other models matched.
- ๐กMeta preps a cloud business for spare compute
- ๐กIs dSpark, dflash, MTP, QAT, and similar tech going to increase inference speed enough to where model spillover to disk will be more tolerable?
- ๐ขDGX Spark and Overtemps
2026-07-02
- ๐กWhat do you think about paper fishing? [D]
- ๐กhuggingface/transformers โ ๐ค Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
- ๐ขHas anyone tried this approach with Fast Byte Latent Transformers ? [R]
2026-06-29
- ๐กAPPLE TO SKIP HIGH-END M6 MAC CHIPS IN FAVOR OF AI-FOCUSED M7 LINE (5 MINUTE READ)
- ๐กGoogle is reportedly reorganizing its AI coding strike team into a dedicated โmidtrainingโ group to catch up with Anthropic as key researchers leave for the rival lab.
- ๐กRead our last AI newsletter: OpenAIโs spicy new custom AI chip
- ๐กI do historical swordfighting and noticed AI struggles to track it. Iโm building an open dataset to help fix this. Does my schema make sense? [P]
- ๐ขMichael-A-Kuykendall/shimmy โ โก Pure-Rust WebGPU inference engine โ OpenAI-API compatible, GGUF native, runs on any GPU. No Python. No llama.cpp. Single binary.
2026-06-28
- ๐กOPENAI UNVEILS FIRST CHIP AS PART OF BROADCOM DEAL IN EFFORT TO โBUILD THE FULL STACK' (6 MINUTE READ)
- ๐กQUALCOMM LANDS META AS FIRST NAMED CUSTOMER FOR ITS DRAGONFLY DATA CENTRE CHIPS (5 MINUTE READ)
- ๐กQUALCOMM BUYS MODULAR TO CHALLENGE NVIDIA'S AI SOFTWARE MOAT (4 MINUTE READ)
- ๐กJalapeรฑo gives OpenAI its own compute kick
- ๐ขGCWing/BitFun โ BitFun is a desktop-grade Agent runtimeand a ready-to-use suite of desktop Agent applications.with built-in Code Agent ใ Cowork AgentใComputer Use. It has memory, personality, and the ability to evolve over time
- ๐ขLets all report the bots who leave negative remarks and discouragement
2026-06-27
- ๐ด96gb+ 4090's and 5090 are literally a scam. I mods these cards myself
- ๐ดDSpark: Speculative decoding accelerates LLM inference [pdf]
- ๐กHOW NETFLIX SIMPLIFIED BATCH COMPUTE WITH KUEUE (5 MINUTE READ)
- ๐กSO YOU WANT TO SELL INFERENCE (3 MINUTE READ)
- ๐กSPACEX INKS $6.3B COMPUTE DEAL WITH REFLECTION AI (3 MINUTE READ)
- ๐กMETA PAUSES AN AI TRAINING PROGRAM THAT TRACKS EMPLOYEES' KEYSTROKES AFTER AN INTERNAL LEAK (2 MINUTE READ)
- ๐กOpenAI is pushing to power 10 GW of compute with custom chips by 2029, with Nvidia still anchoring model training.
- ๐ขwasp-lang/wasp โ The batteries-included full-stack framework for the AI era. Develop JS/TS web apps (React, Node.js, and Prisma) using declarative code that abstracts away complex full-stack features like auth, background jobs, RPC, email sending, end-to-end type safety, single-command deployment, and more.
- ๐ขBenchmarking Self-Hosted Gemma 2 9B vs. Frontier APIs: The FP8 Quantization Prefill Tax and VRAM Realities on an NVIDIA L4 [P]
2026-06-26
- ๐ดReport: Apple to skip M6 Pro/Max chips, fast-track M7 for local AI
- ๐กNVIDIA SEEKS TO MAKE HUMANOID AI ROBOTS SAFER AROUND HUMANS (3 MINUTE READ)
- ๐กMicron signed a new strategic deal with Anthropic to supply memory and storage chips and co-design AI infrastructure, also investing in the lab's Series H round.
- ๐กCalifornia Rep. Sam Liccardo introduced the SKILL Act, which would offer companies up to $5,000/worker in tax credits to fund AI job-training at colleges.
- ๐กAI compute company Baseten announced a $1.5B funding round at a $13B valuation, after revenue grew roughly 20x in a year and its platform hit 1B+ daily inference calls.
- ๐กNVIDIA said its Rubin servers are the first with 100% liquid cooling, running coolant at hot-tub temperature to cut cooling energy and reducing water use by โup to 100%โ.
- ๐ขUpgraded my budget build to multi-GPU for inference
- ๐ขlabring/sealos โ Sealos is an AI-native Cloud Operating System built on Kubernetes that unifies the entire application lifecycle, from development in cloud IDEs to production deployment and management. It is perfect for building and scaling modern AI applications, managed databases (MySQL, PostgreSQL, Redis, MongoDB) and complex microservice architectures.
2026-06-25
- ๐ดIf LLMs are so good at codingโฆ
- ๐กpytorch/pytorch โ Tensors and Dynamic neural networks in Python with strong GPU acceleration
- ๐ข[Research] JetSpec: Speculative Decoding with Parallel Tree Drafting Enables up to 9.64x Lossless LLM Inference Speedup with more than 1000TPS
- ๐ขDGX Spark OS lifetime?
2026-06-24
- ๐ดDeepSWE: new benchmark looking at how well today's frontier models can actually write code [R]
- ๐ดOpenAI unveils its first custom chip, built by Broadcom
- ๐ดSeems this community might have missed it: Bill that would mandate AI chip location tracking gains industry support | Half a dozen companies have come out in support of the Chip Security Act, which would require location-tracking mechanisms for Americaโs most advanced computing chips.
- ๐กOpenAI and Broadcom unveil LLM-optimized inference chip
2026-06-23
- ๐กANNOUNCING AMAZON EC2 G7 INSTANCES ACCELERATED BY NVIDIA RTX PRO 4500 BLACKWELL SERVER EDITION GPUS (3 MINUTE READ)
- ๐กSpaceX leases Colossus compute to Reflection AI
- ๐กI love GLM 5.2's attitude! It is a nice refresher from those bootlicker doormats they are feeding us. Does that come from training datasets related to the local culture?
- ๐ขIs it possible to run a giant model like GLM5.2 on this cluster (4x servers with 512GB RAM + dual AMD Epyc)? 16 channel memory should hit 409GB/s per node.
- ๐ขI'm eager for a 15x speedup on my strix halo
2026-06-21
- ๐ดHi Reddit, I posted my Build Your Own LLM workshop to Youtube teaching ML, LLM and math intuition [P]
- ๐กItโs not necessarily that xAI is uniquely incompetent(itโs clear they have talented folks)but rather the priorities may be flipped in the GPU arms race.
- ๐กDario Amodei and Demis Hassabis reportedly proposed a โU.S.-led AI coalitionโ at G7, with international cooperation on model access, chip exports, and safety risks.
- ๐ขTHUDM/slime โ slime is an LLM post-training framework for RL Scaling.
- ๐ขEricLBuehler/mistral.rs โ Fast, flexible LLM inference
2026-06-20
- ๐ดHi Reddit, I posted my Build Your Own LLM workshop to Youtube teaching ML, LLM and math intuition [P]
- ๐ดGLM 5.2: 98% of max level intelligence with less than half of tokens usage
- ๐ดTHUDM/slime โ slime is an LLM post-training framework for RL Scaling.
- ๐กItโs not necessarily that xAI is uniquely incompetent(itโs clear they have talented folks)but rather the priorities may be flipped in the GPU arms race.
- ๐กAMAZON HOPES TO CHALLENGE NVIDIA MORE DIRECTLY BY SELLING ITS AI CHIPS (2 MINUTE READ)
- ๐กHPE SAYS CONNECTIVITY IS THE OVERLOOKED AI DATA CENTER BOTTLENECK (4 MINUTE READ)
- ๐กCISCO + NVIDIA PUSH SECURE AI NETWORKING FOR THE AI FACTORY (3 MINUTE READ)
- ๐ก[GLM 5.2 UD IQ2_M] That's the best pelican svg image I have ever seen
- ๐ขGLM 5.2, what speeds are we getting locally?
- ๐ขBought 2x r9700, 5090 is now 7k and 6000 pro is at 13.5k, best option for 64 gb vram under 4k
- ๐ขInference cost at scale with napkin math
- ๐ขEricLBuehler/mistral.rs โ Fast, flexible LLM inference
- ๐ขspiceai/spiceai โ A portable accelerated SQL query, search, and LLM-inference engine, written in Rust, for data-grounded AI apps and agents.
2026-06-19
- ๐กFearless Concurrency on the GPU: Safe GPU inference in Rust, competitive with vLLM/SGLang [R]
- ๐กLightricks/LTX-2 โ Official Python inference and LoRA trainer package for the LTX-2 audioโvideo generative model.
- ๐ขGLM-5.2 (744B, 2-bit) at 7.3 tok/s on 4ร3090 + 192GB โ and why IQ1_M wasn't any faster
2026-06-18
- ๐กIs foundational AI research still something that can be done without access to HPC? [D]
- ๐ขalexzhang13/rlm โ General plug-and-play inference library for Recursive Language Models (RLMs), supporting various sandboxes.
- ๐ขopenobserve/openobserve โ Open source observability platform for logs, metrics, traces, frontend monitoring, pipelines and LLM observability. A sophisticated, simple and highly performant alternative to Datadog, Splunk, and Elasticsearch with 140x lower storage costs and single binary deployment.
- ๐ขHow do you analyze the relative "strength" of probes? [R]
2026-06-14
- ๐กskypilot-org/skypilot โ Run, manage, and scale AI workloads on any AI infrastructure. Use one system to access & manage all AI compute (Kubernetes, Slurm, 20+ clouds, on-prem).
- ๐ขNVIDIA/physicsnemo โ Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods
2026-06-11
- ๐ดSame prompt, same answer, 45x difference in tokens billed. Here's why your LLM bill makes no sense.
- ๐ดFareedKhan-dev/train-llm-from-scratch โ A straightforward method for training your LLM, from downloading data to generating text.
- ๐ก@GoogleDeepMind: DiffusionGemma is our new experimental open model with up to 4x faster output on dedicated GPUs. Instead of predicting word-by-word, it generates entire blocks of text simultaneously. This lets the m
2026-06-06
- ๐ดGemma 4 with quantization-aware training
- ๐ขTinyTPU: SystemVerilog systolic array compiled to WASM, running live in browser - RTL golden-verified against numpy [P]
- ๐ขmicrosoft/BitNet โ Official inference framework for 1-bit LLMs
- ๐ขvllm-project/vllm-omni โ A framework for efficient model inference with omni-modality models
2026-06-05
- ๐ดNvidia's been paying shills on LinkedIn
- ๐กcyberpapiii/chipotlai-max โ The AI coding agent that runs on stolen Chipotle compute ๐ฏ Fork of OpenCode with Pepper AI as default model. Community project to add providers from Home Depot, Lowes, Target, Starbucks & more.
- ๐ขNVIDIA/NemoClaw โ Run agents like Hermes and OpenClaw more securely inside NVIDIA OpenShell with managed inference
2026-05-30
- ๐กI compared all specs of the major GPUs/machines that are being used here, because bandwidth is not everything. Some of ya'll need a reality check.
- ๐ขShow HN: Tiny-vLLM โ high performance LLM inference engine in C++ and CUDA
- ๐ขGot Really lucky and need your advice
- ๐ขWhat I learned building a debugger for PyTorch training loops and how it changed how I think about failure diagnosis [D]
2026-05-28
- ๐ดBehold! Probably the most ghetto local AI server:
- ๐กStress disrupts hippocampal integration of overlapping events, memory inference
- ๐ขCross-Platform Fused MoE Dispatch in Triton: Portable Expert Routing Without CUDA [R]
- ๐ขNVIDIA-NeMo/Megatron-Bridge โ Training library for Megatron-based models with bidirectional Hugging Face conversion capability
2026-05-23
- ๐ดNVIDIA Removes Gaming Revenue Category From Financial Reports
- ๐ขfacebookresearch/sam3 โ The repository provides code for running inference and finetuning with the Meta Segment Anything Model 3 (SAM 3), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
2026-05-21
- ๐ดAMD Ryzen AI Halo PC will cost 3999$ with 128GB memory on board
- ๐ดkarpathy/autoresearch โ AI agents running research on single-GPU nanochat training automatically
- ๐กAnthropic is expanding to Colossus2. Will use GB200
- ๐กvllm-project/vllm โ A high-throughput and memory-efficient inference and serving engine for LLMs
- ๐ขLooking for real world comparisons between WALL OSS pi0.6 and OpenVLA[D]
- ๐ขTraining a vision model from scratch on iPod touch 4 images
- ๐ขAMD BC-250 and the search for Cheap Compute
- ๐ขai-dynamo/dynamo โ A Datacenter Scale Distributed Inference Serving Framework
- ๐ขHigh E2E latency on fine-tuned Gemma 4 26B despite low TTFT [R]
2026-05-20
- ๐กunslothai/unsloth โ Unsloth Studio is a web UI for training and running open models like Gemma 4, Qwen3.6, DeepSeek, gpt-oss locally.
- ๐กThe next phase of OpenAIโs Education for Countries
- ๐กGoogle AI Edge Gallery v1.0.13 & v1.0.14 updates: Gemma 4 Multi-Token Prediction, Pixel TPU support, experimental MCP, new skills, now saves chat history
- ๐ขMichael-A-Kuykendall/shimmy โ โก Python-free Rust inference server โ OpenAI-API compatible. GGUF + SafeTensors, hot model swap, auto-discovery, single binary. FREE now, FREE forever.
- ๐ขRunning DeepSeek-V4 locally with 4x legacy RTX 2080 Ti ($2k budget setup). Custom Turing kernels, W8A8 quantization, and 255 prefill tok/s!
2026-05-19
- ๐ดSub-JEPA: a simple fix to LeCun group's LeWorldModel that consistently improves performance [P]
- ๐กMemory expert suspects RAM price drop in 2027'H2 due to china heavy investments
- ๐ก21 GPU's benchmarked running a small TTS model (vram peak: 5GB)
- ๐ขAlignment pretraining: AI discourse creates self-fulfilling (mis)alignment
2026-05-18
- ๐ดM5 vs DGX Spark vs Strix Halo vs RTX 6000
- ๐กLight-Heart-Labs/DreamServer โ Local AI anywhere, for everyone โ LLM inference, chat UI, voice, agents, workflows, RAG, and image generation. No cloud, no subscriptions.
- ๐ขsimular-ai/Agent-S โ Agent S: an open agentic framework that uses computers like a human
2026-05-14
- ๐กTrained transformer-based chess models to play like humans (including thinking time) [P]
- ๐ขansible/ansible โ Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that approaches plain English, using SSH, with no agents to install on remote systems.https://docs.ansible.com.
- ๐ขhuggingface/pytorch-image-models โ The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
2026-05-13
- ๐ดI got a real transformer language model running locally on a stock Game Boy Color!
- ๐กHow do you create memorable poster for top tier conferences ( ICML/ICLR/NEURips ectโฆ) [D]
- ๐กMy First Official AI Research Paper Accepted on SSRN
- ๐ขhuggingface/transformers โ ๐ค Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
2026-05-12
- ๐ด"This is the first documented instance of AI self-replication via hacking." ... "We ran an experiment with a single prompt: hack a machine and copy yourself. The AI broke in and copied itself onto a new computer. The copy then did this again, and kept on copying, forming a chain."
- ๐ดTraining an LLM in Swift, Part 1: Taking matrix mult from Gflop/s to Tflop/s
- ๐ขlakehq/sail โ Drop-in Apache Spark replacement written in Rust, unifying batch processing, stream processing, and compute-intensive AI workloads.
2026-05-08
- ๐ดAMD Intros Instinct MI350P Accelerator: CDNA 4 Comes to PCIe Cards
- ๐ดTaiwanese company Skymizer announces HTX301 - PCIE inference card with 384GB of Memory at ~240 Watts
- ๐กDisillusionment with mechanistic interpretability research [D]
- ๐กDeepSeek 4 Flash local inference engine for Metal
- ๐กCrosstalk-Solutions/project-nomad โ Project N.O.M.A.D, is a self-contained, offline survival computer packed with critical tools, knowledge, and AI to keep you informed and empoweredโanytime, anywhere.
- ๐กBlaizzy/mlx-vlm โ MLX-VLM is a package for inference and fine-tuning of Vision Language Models (VLMs) on your Mac using MLX.
- ๐ขZAYA1-74B-Preview: Scaling Pretraining on AMD
- ๐ขTHE UNDERPRIVILEGED AI FOUNDATION Because every little model deserves a chance
- ๐ขA new generation of AI models and one of the most powerful research papers out there.
- ๐ขWhat should a PyTorch training end-of-run performance summary show? [D]
2026-05-07
- ๐ดBad news: Apple drops high-memory Mac Studio configs
- ๐ดZAYA1-8B: Frontier intelligence density, trained on AMD
- ๐กInsForge/InsForge โ InsForge is a Postgres-based backend with auth, storage, compute, hosting, and AI gateway. Built for coding agents.
- ๐ขDataset of 150k+ stool images and not sure how to fully use it [D]
- ๐ขpytorch/pytorch โ Tensors and Dynamic neural networks in Python with strong GPU acceleration
- ๐ขMaking LLM Training Faster with Unsloth and NVIDIA
2026-05-06
- ๐ดStruggling to reproduce paper results before improving them โ stuck below reported accuracy [R]
- ๐ดAccelerating Gemma 4: faster inference with multi-token prediction drafters
- ๐ดcheahjs/free-llm-api-resources โ A list of free LLM inference resources accessible via API.
- ๐ขTritonSigmoid: A fast, padding-aware sigmoid attention kernel for GPUs [R]
- ๐ขCompetition - League of Robot Runners 2026: Multi-robot coordination under uncertainty [N]