maple
MAPLE: Manifold-Activated Pruning of Latent Experts for Sub-2-BPW MoE LLMs
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GITHUB · launched Nov 7, 2026 · 47 upvotes (top 65%) · 0 views
Niche: specialized algorithms and computing libraries · 230 launches, 4 in the last 7 days ▼ -73% · Explore this niche →
Category and tags
- Horizontal
- Model & infra
- Developer
- AI-native
- Hobby / open-source project
Visit website ↗ Source listing ↗
More like this: all 230 launches in specialized algorithms and computing libraries →
Could you build this?
No The project is novel ML research on pruning and quantizing mixture-of-experts LLMs to under 2 bits per weight, which requires research-level expertise and substantial GPU compute.
What it would actually take: Reproducing this means studying MoE routing and expert activation statistics, designing a manifold-based pruning criterion, and developing low-bit quantization kernels and evaluation pipelines. It requires ML researchers, GPU kernel engineers, and access to large models and multi-GPU hardware for calibration and benchmarking.
Competitors
Other products that read as similar to this one : 3032 launches clear the similarity bar, closest 8 shown.
Attention rank: #1898 of 3033 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 374 days after the earliest competitor.
- LoongForge-A high-performance training framework for LLM, VLM, VLA, Wan · hn · 2026-05-21 · 10 upvotes · similarity 0.60
- tideLM · github · 2026-10-19 · 26 upvotes · similarity 0.59
- LLM fine-tuning without infra or ML expertise · hn · 2026-01-21 · 5 upvotes · similarity 0.58
- mesheryctl-axi · github · 2026-09-11 · 7 upvotes · similarity 0.57
- Open-source AMDGCN kernels for optimizing LLM inference · hn · 2026-08-25 · 5 upvotes · similarity 0.56
- Atta · github · 2026-11-03 · 26 upvotes · similarity 0.55
- Otari: your open-source LLM control plane · hn · 2026-07-06 · 20 upvotes · similarity 0.55
- aibuildai-llm-posttrain-agent · github · 2026-09-16 · 66 upvotes · similarity 0.54
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