Jevgpt
reinventing the wheel with another wheel
Details
- External ID
- 49823332
- Source
- HN
- Company
- —
- Product
- —
- Website domain
- —
- Launched
- Sept. 23, 2026
- Cohort
- —
- Upvotes
- 25
- Upvotes percentile
- 0.7695374800637959
- Tags
- —
- Fetched at
- Sept. 27, 2026, 5:02 p.m.
- Updated at
- Sept. 27, 2026, 5:02 p.m.
Description
Felt extra autistic today and made jev an autoregressive chatbot by classifier small token vocabularies.https://github.com/giga-james/jevgpthad some trouble getting it to explore enough token options so i did a small spec decoding pass to expand token vocab (jev as drafter and verifier lol)it aint much and it aint honest work either
Enrichment
- Theme
- decision model runtimes and tools
- Vertical
- Horizontal
- Function
- Agent / copilot
- Audience
- B2C
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- custom chatgpt interface for personal use
- Manually corrected
- False
Could you build this?
Partial Wrapping a model in a chat loop is simple, but building an autoregressive generator from scratch using a classifier vocabulary with speculative decoding passes requires solid machine learning engineering.
What it would actually take: Requires a deep learning framework like PyTorch along with custom tokenization and vocabulary projection logic. The core difficulty lies in implementing speculative decoding algorithms, maintaining KV caches efficiently, and tuning the drafting/verifying classifier loops to achieve stable and coherent autoregressive text generation.
Discussion
1 comment analyzed.
Competitors
Other products that read as similar to this one — 222 launches clear the similarity bar, closest 8 shown.
Attention rank: #85 of 223 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 327 days after the earliest competitor.
- jevchat · github · 2026-09-20 · 90 upvotes · similarity 0.53
- jevbot · github · 2026-09-22 · 20 upvotes · similarity 0.51
- jev-chat · github · 2026-09-18 · 91 upvotes · similarity 0.49
- Jev-Trades · github · 2026-09-17 · 21 upvotes · similarity 0.47
- Be the ChatBOT · hn · 2026-07-16 · 55 upvotes · similarity 0.46
- jev-chat-for-twitch · github · 2026-09-19 · 11 upvotes · similarity 0.44
- awesome-jev · github · 2026-09-17 · 895 upvotes · similarity 0.42
- awesome-jev · github · 2026-09-18 · 75 upvotes · similarity 0.41
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a agent / copilot tool for Agriculture yet.