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11 matches
date
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title
2026-07-25
15m
[DeepSeek-V4-Flash] The Engine Upgrade That OOM'd My DGX Spark — and Why I Rolled It Back
#deepseek-v4-flash
#dgx-spark
#ds4
#oom
2026-07-21
12m
[DeepSeek-V4-Flash] Swapping the ds4 Engine for a Free Half-Generation Speedup on One DGX Spark
#deepseek-v4-flash
#dgx-spark
#ds4
#speculative-decoding
2026-07-09
12m
[Local LLM] FlashMemory can't improve DeepSeek-V4-Flash's own lightning indexer — I retrained it on my exact Q2 and it still lost
#dgx-spark
#gb10
#deepseek-v4-flash
#kv-cache
2026-07-07
12m
[Local LLM] Why a 284B fits a 128GB GB10 at long context: DeepSeek-V4-Flash attacks the KV cache, not the parameter count
#dgx-spark
#gb10
#deepseek-v4-flash
#kv-cache
2026-07-06
10m
[Local LLM] Depth-1 MTP on V4-Flash: +9% on agent turns, −4% on prose — route speculative decode by workload
#dgx-spark
#gb10
#deepseek-v4-flash
#speculative-decoding
2026-07-05
12m
[Local LLM] My 284B agent quietly stopped reusing its KV cache — the ds4 evict storm that re-paid prefill every turn
#dgx-spark
#gb10
#deepseek-v4-flash
#kv-cache
2026-06-21
10m
Directional Steering on an Abliterated DeepSeek-V4 (DGX Spark): the same scalpel as abliteration, and why the second cut fights back
#deepseek-v4
#directional-steering
#activation-steering
#abliteration
2026-06-19
9m
[Agent 101 #9] Swap your assistant's brain for one on your own machine: from cloud ChatGPT to a local model
#ai-assistant
#ai-agent
#hermes
#local-model
2026-06-12
7m
[Local LLM] Weights win: a 284B crushed to 2-bit still beats the small model that fits
#dgx-spark
#gb10
#deepseek-v4-flash
#quantization
2026-06-12
14m
[Local LLM] Running a 15 tok/s 284B as your daily agent brain — the settings that make it bearable
#dgx-spark
#gb10
#deepseek-v4-flash
#kv-cache
2026-06-12
10m
[Local LLM] My first Q2 model looked broken on a 128GB box — the real culprit was a parser that couldn't read DSML, not the quantization
#dgx-spark
#gb10
#deepseek-v4-flash
#ds4
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