glm53-tensorfold-spark
GLM-5.3-Flash (abliterated EXL3) on 2x NVIDIA DGX Spark with the TensorFold engine: 1.8x faster decode than vLLM, 4x256k concurrent threads, byte-exact speculative decoding. Work in progress.
Details
- External ID
- 1391849701
- Source
- GITHUB
- Company
- —
- Product
- glm53-tensorfold-spark
- Website domain
- github.com
- Launched
- Sept. 28, 2026
- Cohort
- —
- Upvotes
- 85
- Upvotes percentile
- 0.8942480143479374
- Tags
- —
- Fetched at
- Oct. 1, 2026, 1:01 a.m.
- Updated at
- Oct. 1, 2026, 1:01 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
- high-throughput inference engine for glm-5.3 models
- Manually corrected
- False
Could you build this?
No Building custom GPU inference engines with custom quantization formats (EXL3), speculative decoding kernels, and low-level multi-DGX concurrency requires deep systems and CUDA/C++ engineering.
What it would actually take: Requires expert CUDA/Triton systems engineering, deep understanding of transformer memory layout, flash attention, and paged KV cache architectures. The stack involves low-level C++, custom CUDA kernels, MPI/NCCL for distributed DGX communication, and algorithmic mastery of speculative decoding verification engines.
Competitors
Other products that read as similar to this one — 142 launches clear the similarity bar, closest 8 shown.
Attention rank: #21 of 143 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 334 days after the earliest competitor.
- glm53-dflash2-dgx-spark · github · 2026-09-12 · 7 upvotes · similarity 0.66
- Qwen3.8-Flash-Next-Single-DGX-Spark-TensorFold · github · 2026-09-29 · 111 upvotes · similarity 0.56
- GLM-5.3-Flash-NVFP4-2x-4x-DGX-Sparks-RiNGSiDE · github · 2026-09-25 · 25 upvotes · similarity 0.54
- DeepSeek-V4.1-Flash-EXL3-vLLM-2x-DGX-Spark · github · 2026-09-10 · 20 upvotes · similarity 0.50
- qwen38-exl3-dflash2 · github · 2026-09-15 · 18 upvotes · similarity 0.50
- MiMo-V2.6-Flash-DGX-Spark-Recipe · github · 2026-09-22 · 44 upvotes · similarity 0.47
- keys-DeepSeekV4.1-Flash-TR3-Hybrid-1M-Context-8M-KV-Four-DGX-Sparks-with-abliterated-option · github · 2026-09-13 · 6 upvotes · similarity 0.47
- DeepSeek-v4.1-Flash-EXL3-2x-DGX-Sparks · github · 2026-09-13 · 206 upvotes · similarity 0.46
Other launches for this product
- No other launches for this product.
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