lingbot-map vs unsloth
lingbot-map and unsloth share 4 technologies: Hugging Face, safetensors, einops, and pillow. Both are written in Python.
LinkedInWhat they share and what sets them apart
Robbyant
lingbot-map
[ECCV 2026 Best Paper Award Candidate] LingBot-Map: Geometric Context Transformer for Streaming 3D Reconstruction
Python18.6kRead on November 6, 2026, at commit b9dd1b1What is lingbot-map built with?Only in lingbot-map
- Open3D
- onnxruntime-gpu
opencv-python
In common
unslothai
unsloth
Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4.1, MiniMax-H3, Gemma 4, FLUX and more.
Python79.1kRead on November 4, 2026, at commit a1e340bWhat is unsloth built with?Only in unsloth
- React
- FastAPI
OpenAIuvicorn
- Tauri
- Tokio
objc2-foundation
- anyio
fastmcp
- TanStack
- Vite
dexie
- @tauri-apps/api
@assistant-ui/core
- Rich
matplotlib
- pyjwt
- cryptography
- torch
- transformers
peft
accelerate
- datasets
sentence-transformers
tokenizers
librosa
- sentencepiece
- tiktoken
av
- jinja2
- Pydantic
psutil
structlog
gtk
tauri-plugin-dialog
- webkit2gtk
- webview2-com
- hmac
openai-whisper
- scikit-learn
timm
diffusers
- spandrel
markdown-it-py
- mdurl
pymupdf
lxml
- pymupdf4llm
- python-docx
loguru
- log
- simplelog
class-variance-authority
- Tailwind CSS
- PostCSS
- @tailwindcss/vite
postcss-selector-parser
tailwind-merge
- Radix UI
- xyflow
motion
sonner
- @streamdown/code
recharts
- cmdk
- canvas-confetti
react-day-picker
react-resizable-panels
@dagrejs/dagre
- Base UI
hugeicons
- Lucide
- streamdown
- mdast-util-from-markdown
- mdast-util-gfm
- mdast-util-math
micromark-extension-gfm
micromark-extension-math
unified
katex
- remend
- js-yaml
- mammoth
- react-pdf
react-qr-code
marked
micromark-util-types
- unpdf
Side by side
lingbot-mapunsloth
SizeLines written by people and agents, without generated ones; code files, without tests.
lingbot-map36,798 lines written64 code files
unsloth3,889,108 lines written3,532 code files
Who writes itA commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
lingbot-map0% of its commits signed by AI
unsloth1% of its commits signed by AIWith Claude Code, Gemini CLI, Cursor, Codex, and GitHub Copilot
ActivityFrom GitHub and its history, on the day SeeRepo read it.
lingbot-mapLast push October 14, 2026123 commits18,556 stars
unslothLast push November 4, 202612,770 commits79,050 stars
TestsThe files that test the code, and the share of code files a test imports.
lingbot-map0 test files
unsloth5,718 test files60.3% of its code files have a test that imports them
Frequently asked questions
Which is bigger, lingbot-map or unsloth?
unsloth, with 3,889,108 lines written; lingbot-map has 36,798.
The proof: unslothai/unsloth's code at commit a1e340b
Which has more GitHub stars, lingbot-map or unsloth?
unsloth, with 79,050 stars; lingbot-map has 18,556.
The proof: unslothai/unsloth on GitHub
Which has more tests, lingbot-map or unsloth?
unsloth, with 5,718 test files.
The proof: unslothai/unsloth's code at commit a1e340b
Which was updated more recently, lingbot-map or unsloth?
unsloth: its last push was on November 4, 2026, and lingbot-map's on October 14, 2026.
The proof: unslothai/unsloth's commits on GitHub
Which has more commits signed by AI, lingbot-map or unsloth?
unsloth: an AI signed 1% of its commits, with Claude Code, Gemini CLI, Cursor, Codex, and GitHub Copilot.
The proof: the commits each tool signed in unslothai/unsloth
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