FlashInfer v0.2 by @yzh119.bsky.social
FlashInfer is a library and kernel generator for Large Language Models that provides high-performance implementation of LLM GPU kernels such as FlashAttention, SparseAttention, PageAttention, Sampling, and more.
FlashInfer is a library and kernel generator for Large Language Models that provides high-performance implementation of LLM GPU kernels such as FlashAttention, SparseAttention, PageAttention, Sampling, and more.
December 19, 2024 at 9:54 PM
FlashInfer v0.2 by @yzh119.bsky.social
FlashInfer is a library and kernel generator for Large Language Models that provides high-performance implementation of LLM GPU kernels such as FlashAttention, SparseAttention, PageAttention, Sampling, and more.
FlashInfer is a library and kernel generator for Large Language Models that provides high-performance implementation of LLM GPU kernels such as FlashAttention, SparseAttention, PageAttention, Sampling, and more.
Speed up your LLMs! IndexCache’s sparse attention drops long‑context inference time by 1.82×, blending dense‑sparse tricks inside transformer blocks. Curious how it works? Dive in for the details. #IndexCache #SparseAttention #LongContextAI
🔗 aidailypost.com/news/indexca...
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March 27, 2026 at 6:10 PM
Speed up your LLMs! IndexCache’s sparse attention drops long‑context inference time by 1.82×, blending dense‑sparse tricks inside transformer blocks. Curious how it works? Dive in for the details. #IndexCache #SparseAttention #LongContextAI
🔗 aidailypost.com/news/indexca...
🔗 aidailypost.com/news/indexca...
DeepSeek tests “sparse attention” to slash AI processing costs https://arstechni.ca... #computationalefficiency #transformerarchitecture #long-contextprocessing #AIdevelopmenttools #AIinfrastructure #machinelearning #sparseattention #AIefficiency #AIresearch #opensource #ChineseAI #deepseek…
September 30, 2025 at 9:02 PM
DeepSeek tests “sparse attention” to slash AI processing costs https://arstechni.ca... #computationalefficiency #transformerarchitecture #long-contextprocessing #AIdevelopmenttools #AIinfrastructure #machinelearning #sparseattention #AIefficiency #AIresearch #opensource #ChineseAI #deepseek…
MiniMax M3 Explained: The Sparse Attention Breakthrough This article was originally published on GetYourDozAi . Key Takeaways MiniMax M3 — the first open-weight model to combine frontier coding, ...
#minimax #ai #machinelearning #sparseattention
Origin | Interest | Match
#minimax #ai #machinelearning #sparseattention
Origin | Interest | Match
MiniMax M3 Explained: The Sparse Attention Breakthrough
This article was originally published on GetYourDozAi. * Key Takeaways MiniMax M3 — the...
dev.to
June 24, 2026 at 2:20 AM
MiniMax M3 Explained: The Sparse Attention Breakthrough This article was originally published on GetYourDozAi . Key Takeaways MiniMax M3 — the first open-weight model to combine frontier coding, ...
#minimax #ai #machinelearning #sparseattention
Origin | Interest | Match
#minimax #ai #machinelearning #sparseattention
Origin | Interest | Match
#Term: #MixtureOfBlockAttention (#Moba) – #ArtificialIntelligence - https://with.ga/y4ww8
"Mixture of Block Attention (MoBA) is an efficient, #SparseAttention mechanism for #Transformer models that applies the routing logic of #MixtureOfExperts (#Moe) to sequence blocks instead of...
"Mixture of Block Attention (MoBA) is an efficient, #SparseAttention mechanism for #Transformer models that applies the routing logic of #MixtureOfExperts (#Moe) to sequence blocks instead of...
September 11, 2026 at 9:30 AM
#Term: #MixtureOfBlockAttention (#Moba) – #ArtificialIntelligence - https://with.ga/y4ww8
"Mixture of Block Attention (MoBA) is an efficient, #SparseAttention mechanism for #Transformer models that applies the routing logic of #MixtureOfExperts (#Moe) to sequence blocks instead of...
"Mixture of Block Attention (MoBA) is an efficient, #SparseAttention mechanism for #Transformer models that applies the routing logic of #MixtureOfExperts (#Moe) to sequence blocks instead of...
#Term: #MixtureOfBlockAttention (#Moba) – #ArtificialIntelligence - https://with.ga/y4ww8
"Mixture of Block Attention (MoBA) is an efficient, #SparseAttention mechanism for #Transformer models that applies the routing logic of #MixtureOfExperts (#Moe) to sequence blocks instead of...
"Mixture of Block Attention (MoBA) is an efficient, #SparseAttention mechanism for #Transformer models that applies the routing logic of #MixtureOfExperts (#Moe) to sequence blocks instead of...
September 11, 2026 at 9:36 AM
#Term: #MixtureOfBlockAttention (#Moba) – #ArtificialIntelligence - https://with.ga/y4ww8
"Mixture of Block Attention (MoBA) is an efficient, #SparseAttention mechanism for #Transformer models that applies the routing logic of #MixtureOfExperts (#Moe) to sequence blocks instead of...
"Mixture of Block Attention (MoBA) is an efficient, #SparseAttention mechanism for #Transformer models that applies the routing logic of #MixtureOfExperts (#Moe) to sequence blocks instead of...
DeepSeek Releases Experimental V3.2 AI Model with ‘Sparse Attention’ to Boost Efficiency
#AI #DeepSeek #ChinaAI #OpenSource #LLM #TechWar #SparseAttention #China
winbuzzer.com/2025/09/29/d...
#AI #DeepSeek #ChinaAI #OpenSource #LLM #TechWar #SparseAttention #China
winbuzzer.com/2025/09/29/d...
DeepSeek Releases Experimental V3.2 AI Model with ‘Sparse Attention’ to Boost Efficiency - WinBuzzer
Chinese AI lab DeepSeek has released DeepSeek-V3.2-Exp, an experimental open-source model testing a new, more efficient sparse attention mechanism.
winbuzzer.com
September 29, 2025 at 1:53 PM
DeepSeek Releases Experimental V3.2 AI Model with ‘Sparse Attention’ to Boost Efficiency
#AI #DeepSeek #ChinaAI #OpenSource #LLM #TechWar #SparseAttention #China
winbuzzer.com/2025/09/29/d...
#AI #DeepSeek #ChinaAI #OpenSource #LLM #TechWar #SparseAttention #China
winbuzzer.com/2025/09/29/d...
DeepSeek unveils V3.2-exp model with sparse attention, slashing AI inference costs by up to 50%. A game-changer for long-context operations! #AI #DeepSeek #SparseAttention #TechInnovation Link: thedailytechfeed.com/deepseeks-v3...
September 30, 2025 at 3:42 PM
DeepSeek unveils V3.2-exp model with sparse attention, slashing AI inference costs by up to 50%. A game-changer for long-context operations! #AI #DeepSeek #SparseAttention #TechInnovation Link: thedailytechfeed.com/deepseeks-v3...
MSA brings 100M token context to LLMs, but there's a catch. We break down how sparse attention trades deep reasoning for massive scale, and what it means for AI's future.
https://thepixelspulse.com/posts/msa-memory-sparse-attention-llm-tradeoffs/
#msa #sparseattention #llm
https://thepixelspulse.com/posts/msa-memory-sparse-attention-llm-tradeoffs/
#msa #sparseattention #llm
March 24, 2026 at 2:15 PM
MSA brings 100M token context to LLMs, but there's a catch. We break down how sparse attention trades deep reasoning for massive scale, and what it means for AI's future.
https://thepixelspulse.com/posts/msa-memory-sparse-attention-llm-tradeoffs/
#msa #sparseattention #llm
https://thepixelspulse.com/posts/msa-memory-sparse-attention-llm-tradeoffs/
#msa #sparseattention #llm
DeepSeek’s NSA Outperforms Full Attention, Making AI Models Faster and Smarter 🚀💡📖 www.azoai.com/news/2025021... #AI #MachineLearning #DeepLearning #SparseAttention #LLMs #ArtificialIntelligence #NeuralNetworks #Tech #GPUs #Research #DeepSeek
DeepSeek’s NSA Outperforms Full Attention, Making AI Models Faster and Smarter
Researchers introduce Natively Sparse Attention (NSA), a novel sparse attention mechanism that accelerates long-context language models while maintaining high accuracy through trainable sparsity and h...
www.azoai.com
February 20, 2025 at 12:48 AM
DeepSeek’s NSA Outperforms Full Attention, Making AI Models Faster and Smarter 🚀💡📖 www.azoai.com/news/2025021... #AI #MachineLearning #DeepLearning #SparseAttention #LLMs #ArtificialIntelligence #NeuralNetworks #Tech #GPUs #Research #DeepSeek
LLMs just got a massive context upgrade! MiniMax Sparse Attention cuts per-token compute by 28.4x at 1M tokens & delivers 14.2x faster inference. The future of agentic AI is here. #AI #LLM #SparseAttention
https://www.startuphub.ai/ai-news/ai-research/2026/unlocking-ultra-long-context-for-llms
https://www.startuphub.ai/ai-news/ai-research/2026/unlocking-ultra-long-context-for-llms
Unlocking Ultra-Long Context for LLMs
MiniMax Sparse Attention breaks the context window barrier for LLMs, enabling millions of tokens with significant compute reduction and practical speedups.
www.startuphub.ai
June 12, 2026 at 8:02 PM
LLMs just got a massive context upgrade! MiniMax Sparse Attention cuts per-token compute by 28.4x at 1M tokens & delivers 14.2x faster inference. The future of agentic AI is here. #AI #LLM #SparseAttention
https://www.startuphub.ai/ai-news/ai-research/2026/unlocking-ultra-long-context-for-llms
https://www.startuphub.ai/ai-news/ai-research/2026/unlocking-ultra-long-context-for-llms
DeepSeek‑V4.1‑Flash pushes 1M context with KV‑cache tricks, sparse attention & multimodal tokens. Open weights + vLLM turn it into a transformer playground. Curious? Dive into the details! #DeepSeekV4_1_Flash #1MContext #SparseAttention
🔗 aidailypost.com/news/deepsee...
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September 10, 2026 at 7:42 AM
DeepSeek‑V4.1‑Flash pushes 1M context with KV‑cache tricks, sparse attention & multimodal tokens. Open weights + vLLM turn it into a transformer playground. Curious? Dive into the details! #DeepSeekV4_1_Flash #1MContext #SparseAttention
🔗 aidailypost.com/news/deepsee...
🔗 aidailypost.com/news/deepsee...
[JP] 100万トークンの学習を劇的に高速化！世界初のオープンソース『Flash-MSA』がHopper/Blackwell向けに解禁！
[EN] Dramatically Speeding Up Million-Token Training! The World''s First …
https://ai-minor.com/blog/en/2026-07-13-1783921852603-flash_msa__accelerating_million_token_training_wit
#Flash-MSA #SparseAttention #Blackwell #AI #Tech
[EN] Dramatically Speeding Up Million-Token Training! The World''s First …
https://ai-minor.com/blog/en/2026-07-13-1783921852603-flash_msa__accelerating_million_token_training_wit
#Flash-MSA #SparseAttention #Blackwell #AI #Tech
Dramatically Speeding Up Million-Token Training! The World''s First Open-Source ''Flash-MSA'' Unleashed for Hopper/Blackwell!
Dramatically Speeding Up Million-Token Training! The World''s First Open-Source ''Flash-MSA'' Unleashed for Hopper/Blackwell!
ai-minor.com
July 13, 2026 at 6:33 AM
[JP] 100万トークンの学習を劇的に高速化！世界初のオープンソース『Flash-MSA』がHopper/Blackwell向けに解禁！
[EN] Dramatically Speeding Up Million-Token Training! The World''s First …
https://ai-minor.com/blog/en/2026-07-13-1783921852603-flash_msa__accelerating_million_token_training_wit
#Flash-MSA #SparseAttention #Blackwell #AI #Tech
[EN] Dramatically Speeding Up Million-Token Training! The World''s First …
https://ai-minor.com/blog/en/2026-07-13-1783921852603-flash_msa__accelerating_million_token_training_wit
#Flash-MSA #SparseAttention #Blackwell #AI #Tech
A new input‑aware sparse attention method cuts compute by up to 40% and enables real‑time co‑speech video generation with better lip‑sync. Submitted 2 Oct 2025. https://getnews.me/input-aware-sparse-attention-enables-real-time-co-speech-video-generation/ #sparseattention #realtime
October 6, 2025 at 6:25 AM
A new input‑aware sparse attention method cuts compute by up to 40% and enables real‑time co‑speech video generation with better lip‑sync. Submitted 2 Oct 2025. https://getnews.me/input-aware-sparse-attention-enables-real-time-co-speech-video-generation/ #sparseattention #realtime
DeepSeek released the V3.2‑exp model on Monday, using sparse attention to cut API costs for long‑context tasks by half. The model and weights are open‑source on Hugging Face. Read more: https://getnews.me/deepseek-unveils-sparse-attention-model-to-halve-api-costs/ #deepseek #sparseattention
October 2, 2025 at 6:23 PM
DeepSeek released the V3.2‑exp model on Monday, using sparse attention to cut API costs for long‑context tasks by half. The model and weights are open‑source on Hugging Face. Read more: https://getnews.me/deepseek-unveils-sparse-attention-model-to-halve-api-costs/ #deepseek #sparseattention
ProxyAttn, a training‑free method without additional training using representative heads, claims up to 10.3× faster raw attention and 2.4× speed‑up in LLM pre‑fill. Read more: https://getnews.me/proxyattn-introduces-guided-sparse-attention-using-representative-heads/ #proxyattn #sparseattention
September 30, 2025 at 11:38 PM
ProxyAttn, a training‑free method without additional training using representative heads, claims up to 10.3× faster raw attention and 2.4× speed‑up in LLM pre‑fill. Read more: https://getnews.me/proxyattn-introduces-guided-sparse-attention-using-representative-heads/ #proxyattn #sparseattention
FG‑Attn applies fine‑grained sparse attention, yielding an average 1.55× speedup on a single NVIDIA H100 GPU for five‑second 480p clips (up to 1.65×). Read more: https://getnews.me/fg-attn-brings-fine-grained-sparse-attention-to-speed-video-diffusion/ #fgattn #sparseattention
September 24, 2025 at 8:07 AM
FG‑Attn applies fine‑grained sparse attention, yielding an average 1.55× speedup on a single NVIDIA H100 GPU for five‑second 480p clips (up to 1.65×). Read more: https://getnews.me/fg-attn-brings-fine-grained-sparse-attention-to-speed-video-diffusion/ #fgattn #sparseattention
DeepSeek V3.2 just dropped a major upgrade—sparse attention for long‑context, solid tool‑use reasoning, and built‑in formatting cues. Open‑source power is finally ready for production. Dive into the details! #DeepSeekV32 #OpenSourceLLM #SparseAttention
🔗 aidailypost.com/news/deepsee...
🔗 aidailypost.com/news/deepsee...
December 3, 2025 at 12:39 AM
DeepSeek V3.2 just dropped a major upgrade—sparse attention for long‑context, solid tool‑use reasoning, and built‑in formatting cues. Open‑source power is finally ready for production. Dive into the details! #DeepSeekV32 #OpenSourceLLM #SparseAttention
🔗 aidailypost.com/news/deepsee...
🔗 aidailypost.com/news/deepsee...
DeepSeek V3.2 AI Model Matches OpenAI's GPT-5 with Lower Training Costs
techlife.blog/posts/deepse...
#DeepSeek #AImodel #GPT5 #SparseAttention
techlife.blog/posts/deepse...
#DeepSeek #AImodel #GPT5 #SparseAttention
DeepSeek V3.2 AI Model Matches OpenAI's GPT-5 with Lower Training Costs
DeepSeek's V3.2 AI model achieves comparable results to OpenAI's GPT-5 with fewer training FLOPs, revolutionizing the AI industry.
techlife.blog
December 3, 2025 at 8:24 AM
DeepSeek V3.2 AI Model Matches OpenAI's GPT-5 with Lower Training Costs
techlife.blog/posts/deepse...
#DeepSeek #AImodel #GPT5 #SparseAttention
techlife.blog/posts/deepse...
#DeepSeek #AImodel #GPT5 #SparseAttention