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Kog AI achieves 3,000 tokens/s LLM inference on standard GPUs

By PulseAugur Editorial · [4 sources] ·

Kog AI has launched a tech preview of its Kog Inference Engine (KIE), demonstrating significantly faster real-time LLM inference speeds on standard datacenter GPUs. The engine achieves 3,000 output tokens per second on 8x AMD MI300X GPUs and 2,100 tokens/s on 8x NVIDIA H200 GPUs, focusing on optimizing the entire software stack for memory bandwidth rather than raw FLOPS. This advancement is particularly crucial for AI agents, where single-request decode speed directly impacts iteration speed and the complexity of tasks that can be accomplished within a given time budget. AI

IMPACT Accelerates AI agent capabilities by drastically reducing token generation latency on existing hardware.

RANK_REASON Product launch of an inference engine, not a frontier model release.

Read on Hacker News — AI stories ≥50 points →

AI-generated summary · Google Gemini · from 4 sources. How we write summaries →

Kog AI achieves 3,000 tokens/s LLM inference on standard GPUs

COVERAGE [4]

  1. Hacker News — AI stories ≥50 points TIER_1 English(EN) · NicoConstant ·

    Real-time LLM Inference on Standard GPUs: 3k tokens/s per request

  2. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    Real-time LLM Inference on Standard GPUs: 3k tokens/s per request https:// blog.kog.ai/real-time-llm-infe rence-on-standard-gpus-3-000-tokens-s-per-request/ # a

    Real-time LLM Inference on Standard GPUs: 3k tokens/s per request https:// blog.kog.ai/real-time-llm-infe rence-on-standard-gpus-3-000-tokens-s-per-request/ # ai # llm

    LINKS blog.kog.ai/real-time-llm-inference-on-st…
  3. Mastodon — mastodon.social TIER_1 Deutsch(DE) · [email protected] ·

    RT @Kog__AI: Today's launch: Kog generates over 3,000 output tokens/s per single request on standard datacenter GPUs. More on Arint.info #AI #AMD #Inf

    RT @Kog__AI: 🚀 Heutiger Launch: Kog generiert pro einzelner Anfrage über 3.000 Output-Token/s auf Standard-Datacenter-GPUs. mehr auf Arint.info # AI # AMD # Inference # Kog # LLM # NVIDIA # arint_info https://x.com/Kog__AI/status/2060039627650609366#m

  4. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] ·

    Real-time LLM Inference on Standard GPUs: 3k tokens/s per request https://blog.kog.ai/real-time-llm-inference-on-standard-gpus-3-000-tokens-s-per-request/ # Hac

    Real-time LLM Inference on Standard GPUs: 3k tokens/s per request https://blog.kog.ai/real-time-llm-inference-on-standard-gpus-3-000-tokens-s-per-request/ # HackerNews # Tech # AI

    LINKS blog.kog.ai/real-time-llm-inference-on-st…

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