HazyResearch/ncm
Can I trust it?
Worth a closer look before you use it.
Warnings Check
Very new: it was created 10 days ago. Wait a little before installing it.
Stars from real accounts No data
We haven't checked its stars for fakes yet.
Active OK
Last change 6 days ago.
Licence OK
MIT: you can use it for free, also in a commercial product. Keep the licence notice.
Quick checks from public data. They help, but they are no guarantee.
What it is
Research code for Next-Concept Modeling, a two-stage framework for parallel text generation. A multiscale residual VQ tokenizer encodes a sequence as a hierarchy of discrete codes, and a transformer predicts that hierarchy from coarse to fine, generating positions within each…
Who it's for
Researchers and ML engineers studying parallel and non-autoregressive text generation with discrete tokenizers
How to use it
Ask your AI to set it up
Paste this into Claude, ChatGPT or your coding assistant.
Help me install and set up HazyResearch/ncm in my project. Follow its README: https://github.com/HazyResearch/ncm. Explain each step and check it is safe before running anything.
Star curve
On the radar
Its place among the radar's top 100, day by day, with #1 at the top. Gaps are days it was out of the top 100.
Records
- Best place on RepoAlerts: #60, on 20 Oct 2026
Alternatives
Similar projects named in its profile. Each link searches the directory.
Get alerts for repos like this
We'll email you when something in Models & inference starts rising. Free, once a week, only what matches.
18,263 GitHub repos watched and ranked every hour. Figures as of 20 October 2026.
What arrives: one email on Mondays with the repos that match, never more. See last week's. Privacy
For maintainers
Add this badge to your README. It shows the repo's place on the radar, updates every hour and links back to this page.
[](https://repoalerts.com/repo/HazyResearch/ncm?ref=badge)Similar repos
- zzzz7788990213-ops/EvoVLM
Research code for LLM-guided evolutionary search over vision-language inference programs. It mutates prompts, image preprocessing, generation budgets and answer extraction for a frozen Qwen3-VL-2B mod
- Gen-Verse/DiscoveryRSI
A Python harness for recursive, hypothesis-centred research workflows in life science. It runs multi-agent hypothesis development, records revision lineage and evidence, compiles selected investigatio
- kurelas/text-humanizer
CLI tool that rewrites AI-generated text through a pipeline of DeepSeek LLM rewriting, Google Translate round-trips and optional DeepL translation, with the stated goal of reducing detection by AI-tex
- ranxianglei/billion-context
A context-compression proxy that sits between coding agents and model APIs, rewriting Anthropic and OpenAI streams. It injects tools so the model can compress conversation ranges into summaries, decom
- Tencent-Hunyuan/Prism
Research code for Prism, a dynamic sparse attention framework for natively training joint video-audio generation models at 2K resolution. It partitions tokens into spatiotemporal zones and adapts bloc
- apple-aiml-research/ml-rsi-inference-bench
A long-horizon benchmark for coding agents that improve the inference stack of large language models in vLLM or SGLang. Tasks cover supporting a model on day 0, optimizing it after launch, and repairi