# rhfeiyang/HC-DLM > Official implementation of HC-DLM, a diffusion language model that combines a continuous latent plan with discrete token guidance at every generation step. Code and artifacts are not yet released. - Magnitude: 0.6 out of 10 — Steady - Stars: 54 total · +0 stars today, ≈ 2 by evening - Star trust: star growth looks organic - Category: Language models · Created: 2026-09-29 · Last push: 2026-10-02 - GitHub: https://github.com/rhfeiyang/HC-DLM · Homepage: https://hc-dlm.github.io/ · Page: https://gitnova.dev/en/r/rhfeiyang/HC-DLM ## Useful for - Train a diffusion-based text generation model with discrete token guidance - Compare HC-DLM quality against other diffusion language models on Sudoku and Countdown tasks - Study the hybrid discrete-continuous diffusion architecture for research ## Why it’s here - 0 stars so far today, about 2 expected by the end of the day. - The repository is 5 days old and already has 54 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet. ## Star trust Star growth looks organic. Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer. ## Numbers - Forks: 1 - Issues and pull requests: 1 - Watchers: 0 - Average over the last week: 9 per day - Usual pace: too little history (under two weeks) - Stars in the last hour (measured): 0 ## Stars per day, last 8 days (oldest → newest, today is partial) 2026-09-27 … 2026-10-04: 0, 0, 0, 0, 42, 10, 2, 0 ## More in this category 1. **Niko1221/Strata** — 7.1 · Breakout · Language models · C++ · +0 stars today, ≈ 1,297 by evening A C++ local inference engine that runs the 125B MoE model Qwen3.8-Flash-Next on a regular PC with one NVIDIA GPU (12-24 GB) and 64 GB RAM, exposing an OpenAI/Anthropic-compatible API on localhost. Full card: https://gitnova.dev/en/r/Niko1221/Strata.md 2. **StayLameBro/backburner** — 5.3 · Early signal · Language models · Python · +0 stars today, ≈ 87 by evening A llama.cpp fork that plugs an iPhone into a Mac over USB-C and splits the work: the Mac runs layers 1-40, the iPhone runs 41-64 on its GPU, speeding up prefill and allowing context up to 196k-229k tokens. Aimed at people running… Full card: https://gitnova.dev/en/r/StayLameBro/backburner.md 3. **heise3/academic-deai** — 4.5 · Early signal · Language models · Python · +0 stars today, ≈ 70 by evening A skill for editing Chinese and English academic prose: removes formulaic AI phrasing while preserving facts, citations, terminology, and author voice. Full card: https://gitnova.dev/en/r/heise3/academic-deai.md 4. **zzzz7788990213-ops/EvoVLM** — 4.5 · Early signal · Language models · Python · +0 stars today, ≈ 63 by evening Research project on evolutionary search over vision-language inference programs: without fine-tuning weights, it tunes prompts, image preprocessing, and generation budgets to improve the accuracy–latency trade-off on scientific chart… Full card: https://gitnova.dev/en/r/zzzz7788990213-ops/EvoVLM.md 5. **jamwithai/production-agentic-rag-course** — 4.4 · Breakout · Language models · Python · +0 stars today, ≈ 135 by evening A hands-on course for building a production-grade RAG system: from infrastructure and an arXiv ingestion pipeline to hybrid search, agentic RAG with LangGraph, and a Telegram bot. Full card: https://gitnova.dev/en/r/jamwithai/production-agentic-rag-course.md --- Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score. Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast. Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself. Data as of 2026-10-04 03:12 UTC, updated every 30 minutes.