keys-DeepSeekV4.1-Flash-TR3-Hybrid-1M-Context-8M-KV-Four-DGX-Sparks-with-abliterated-option
DeepSeek-V4.1-Flash TR3-Hybrid: 1M context, 8M+ KV pool (9,452,923 tokens) on 4x DGX Spark, TP4, CUDA graphs + DSpark k=5 + vision + tools. Pool grown via GMU 0.83 + batch 2048. With abliterated option.
Details
- External ID
- 1367953522
- Source
- GITHUB
- Company
- —
- Product
- keys-DeepSeekV4.1-Flash-TR3-Hybrid-1M-Context-8M-KV-Four-DGX-Sparks-with-abliterated-option
- Website domain
- github.com
- Launched
- Sept. 13, 2026
- Cohort
- —
- Upvotes
- 6
- Upvotes percentile
- 0.006853702280297207
- Tags
- —
- Fetched at
- Sept. 17, 2026, 1:24 a.m.
- Updated at
- Sept. 17, 2026, 1:24 a.m.
Enrichment
- Theme
- DeepSeek model deployment and inference
- Vertical
- Horizontal
- Function
- Model & infra
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- deepseek v4.1 model weights and configurations for multi-gpu inference
- Manually corrected
- False
Could you build this?
No Serving a 1M-context model with an 8M+ KV cache pool across multi-node DGX systems requires massive enterprise GPU infrastructure and deep distributed systems optimization.
What it would actually take: The stack relies on distributed inference engines (vLLM or custom TensorRT-LLM) using Tensor Parallelism (TP4), custom CUDA graph capture, and specialized KV-cache memory offloading. The hardest part is stabilizing memory bandwidth, synchronization, and latency across multi-DGX setups for nearly 10 million KV tokens. This requires hundreds of thousands of dollars in GPU hardware and elite high-performance computing (HPC) engineering skills.
Competitors
Other products that read as similar to this one — 118 launches clear the similarity bar, closest 8 shown.
Attention rank: #116 of 119 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 299 days after the earliest competitor.
- deepseek-v4.1-flash-next-dgx-spark-512k · github · 2026-09-13 · 6 upvotes · similarity 0.67
- DeepSeek-v4.1-Flash-DGX-Sparks · github · 2026-09-11 · 118 upvotes · similarity 0.63
- DeepSeek-v4.1-Flash-EXL3-2x-DGX-Sparks · github · 2026-09-13 · 206 upvotes · similarity 0.63
- DeepSeek-V4.1-Flash-vLLM-DGX-Spark · github · 2026-09-10 · 65 upvotes · similarity 0.63
- DeepSeek-V4.1-Flash-EXL3-vLLM-2x-DGX-Spark · github · 2026-09-10 · 20 upvotes · similarity 0.62
- deepseek-v41-flash-spark · github · 2026-09-10 · 92 upvotes · similarity 0.60
- DeepSeekv4.1-DGX-Spark · github · 2026-09-12 · 15 upvotes · similarity 0.59
- deepseek-v4.1-flash-4x-rtx-pro-6000 · github · 2026-09-10 · 43 upvotes · similarity 0.58
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a model & infra tool for Fintech yet.