Gunjan Dhanuka — Learning Notes
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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