Gunjan Dhanuka — Learning Notes

inference

9 items with this tag.

  • Sep 10, 2026

    Attention Sinks & StreamingLLM

    • attention
    • attention-sinks
    • streaming
    • streamingllm
    • kv-cache
    • softmax
    • inference
    • long-context
  • Sep 10, 2026

    GQA / MQA (Grouped & Multi-Query Attention)

    • attention
    • kv-cache
    • gqa
    • mqa
    • inference
    • uptraining
    • llama
    • long-context
  • Sep 10, 2026

    MLA (Multi-head Latent Attention)

    • attention
    • kv-cache
    • mla
    • deepseek
    • low-rank
    • weight-absorption
    • decoupled-rope
    • inference
    • long-context
  • Sep 10, 2026

    Learn: MQA → GQA → MLA (Shrinking the KV Cache)

    • attention
    • kv-cache
    • mqa
    • gqa
    • mla
    • deepseek
    • inference
    • long-context
    • transformers
  • Sep 02, 2026

    KV Cache

    • gpu
    • kv-cache
    • inference
    • serving
    • decode
    • memory-bound
    • gqa
    • mqa
    • llm-systems
  • Sep 02, 2026

    Prefill vs. Decode

    • gpu
    • prefill
    • decode
    • inference
    • ttft
    • tpot
    • compute-bound
    • memory-bound
    • llm-systems
  • Sep 02, 2026

    Quantization for Inference

    • gpu
    • quantization
    • gptq
    • awq
    • smoothquant
    • fp8
    • kv-quant
    • inference
    • llm-systems
  • Sep 02, 2026

    Learn: LLM Inference & Serving Systems

    • gpu
    • inference
    • serving
    • kv-cache
    • paged-attention
    • vllm
    • speculative-decoding
    • quantization
    • prefill-decode
  • Sep 02, 2026

    Learn: The GPU Engineer's Roadmap

    • gpu
    • careers
    • kernels
    • distributed-training
    • inference
    • interviews
    • roadmap
    • capstone
    • gpus

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