Naive-N0.5-Flash
Naive-N0.5-Flash is an open-weight 309B MoE model with 15.5B active parameters, built for coding and AI R&D.
Details
- External ID
- 1390999238
- Source
- GITHUB
- Company
- —
- Product
- Naive-N0.5-Flash
- Website domain
- naive.ai
- Launched
- Sept. 27, 2026
- Cohort
- —
- Upvotes
- 136
- Upvotes percentile
- 0.9448501152959262
- Tags
- —
- Fetched at
- Sept. 30, 2026, 5:01 p.m.
- Updated at
- Sept. 30, 2026, 5:01 p.m.
Enrichment
- Theme
- multimodal AI models and agents
- Vertical
- Horizontal
- Function
- Model & infra
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- open-weight mixture-of-experts model for coding and research
- Manually corrected
- False
Could you build this?
No Training a 309-billion parameter Mixture-of-Experts (MoE) LLM requires millions of dollars in compute, specialized distributed training infrastructure, massive curated datasets, and deep machine learning research expertise.
What it would actually take: Training a 309B MoE model requires clusters of hundreds or thousands of high-end GPUs (e.g., H100s), frameworks like Megatron-LM or DeepSpeed, and specialized expertise in 3D parallelism (tensor, pipeline, and expert parallelism). The hard parts are compute resource management, stability at scale, custom synthetic dataset generation for coding, and routing optimization. A team of elite ML research engineers and massive cloud compute budgets are essential.
Competitors
Other products that read as similar to this one — 27 launches clear the similarity bar, closest 8 shown.
Attention rank: #3 of 28 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 184 days after the earliest competitor.
- Step 3.7 Flash · ph · 2026-05-30 · 183 upvotes · similarity 0.44
- Gemini 3.1 Flash-Lite · ph · 2026-05-16 · 168 upvotes · similarity 0.43
- collabosm · github · 2026-09-25 · 90 upvotes · similarity 0.42
- Gemini 3.6 Flash Family · ph · 2026-07-22 · 182 upvotes · similarity 0.40
- Gemini 3.7 Flash · ph · 2026-08-14 · 240 upvotes · similarity 0.40
- GPT-5.5 by OpenAI · ph · 2026-04-26 · 476 upvotes · similarity 0.38
- DeepSeek V4.1 Flash · ph · 2026-09-10 · 4 upvotes · similarity 0.36
- Google Gemini 3.8 Flash and Cyber · ph · 2026-09-04 · 237 upvotes · similarity 0.36
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.