mirror of
https://github.com/zenlm/papers.git
synced 2026-07-27 03:34:41 +00:00
e0338d3b9f52854d2e8df21a7efba33ada5e4554
The non-media zen paper corpus fabricated a homegrown "Zen MoDE (Mixture of Distilled Experts)" architecture + inflated benchmarks for what are off-the-shelf forks. Rewrite/withdraw all 65 to be honest (companion to the media PR #3). Rewritten (~45) to attribute the REAL upstream + license, drop "Zen MoDE" + fabricated benchmarks: - Flagship LLMs (zen-base/pro/family-overview/3-nano) -> Qwen3-8B (false 72B/0.6B corrected) - Multimodal (zen3-omni/3-vl/vl) -> Qwen3-Omni / Qwen3-VL (false 72B -> ~31B MoE) - Retrieval/safety: zen3-embedding/reranker -> Qwen3-Embedding/Reranker; zen3-guard -> IBM Granite Guardian; zen-guard-gen -> Qwen2.5-7B; zen-guard-stream -> Qwen2.5-3B (Qwen Research License = NON-commercial; flagged) - Speech/dub: zen-scribe -> Qwen3-ASR; zen-voice-clone -> Qwen3-TTS; zen-dub -> Qwen3-TTS + MuseTalk; zen-dub-live/zen-live -> Qwen3-Omni - Coder: zen-coder -> Qwen-Coder (deleted fake "Zen Agentic Dataset"); zen5 -> DeepSeek-V4-Flash - Domain (legal/financial/medical) -> Qwen3-8B finetunes (fabricated benchmarks dropped) - zen-designer-instruct/thinking -> Qwen3-VL-235B-A22B (verified real repos) - Method/arch papers -> stripped "Zen MoDE" + phantom 480B/1T; techniques kept; tables marked illustrative Withdrawn (11; no backing model / fabricated frontier scale): zen-max (480B), the entire zen4-* generation (zen4/-mini/-pro/-max/-ultra/-thinking/-coder/ -coder-flash/-coder-pro), zen-reasoning. INDEX.md (-> 59 papers) and PAPER_TIMELINE.md updated. Co-authored-by: Hanzo Dev <dev@hanzo.ai>
Zen Model Research Papers
Technical papers and whitepapers for the Zen family of language models (600M--480B+ parameters), covering model architectures, training methodologies, benchmarks, and deployment specifications. Co-developed by Hanzo AI and Zoo Labs Foundation.
Structure
Each paper lives in its own subdirectory:
papers/
├── shared/ # cover styles, lstlang.tex, paperkit
│ ├── zencover.sty
│ └── lstlang.tex
├── <paper-slug>/
│ ├── <paper-slug>.tex # main file (\input's sections)
│ ├── <paper-slug>.pdf # compiled output
│ └── sections/ # modular sections
│ ├── 01-intro.tex
│ ├── 02-architecture.tex
│ ├── 03-protocol.tex
│ ├── ...
│ └── 99-bibliography.tex
└── INDEX.md # auto-generated catalogue
Building
cd <paper-slug>
TEXINPUTS=".:..:" latexmk -pdf <paper-slug>.tex
Or build all:
make all
Index
See INDEX.md for full catalogue of papers.
Conventions
- One paper, one directory. No top-level .tex files.
- Modular sections. Main .tex \input's
sections/NN-name.texfiles for easy editing. - Shared cover. All papers use
\usepackage{shared/zencover}and\zencoverpage. - Shared lstlang. All papers use
\input{shared/lstlang}after\usepackage{listings}. - No AI slop. Technical, dense, citation-supported.
- One paper per concept. Updates over time via versioning, not duplication.
Languages
TeX
68.2%
TypeScript
29.4%
Makefile
1.5%
CSS
0.7%
JavaScript
0.2%