Hugging Face Candle
Hacker ApprovedShares rank 9 of 19 machine learning libraries by recommenders
Recommended as a Rust machine learning library for running models locally, with fast inference and easy model downloads. Caveat: critics call it immature and not yet feature complete.
Recommended as a Rust machine learning library for running models locally, with fast inference and easy model downloads. Caveat: critics call it immature and not yet feature complete.
14 people gave an opinion
- recommend it
- 11
- criticize it
- 3
- approval share
- 79%
Recommended in 9 of 13 months
- November 2025: recommended
- December 2025: recommended
- January 2026: recommended
- February 2026: recommended
- March 2026: recommended
- April 2026: not recommended
- May 2026: recommended
- June 2026: recommended
- July 2026: not recommended
- August 2026: not recommended
- September 2026: recommended
- October 2026: recommended
- November 2026: not recommended (month in progress)
Why it carries the badge
- 11 people recommend itNeeds 10 or more, met.
- 3.7 recommenders for every criticNeeds 2 to 1 or better, met.
- Recommended in 9 of 13 monthsNeeds 4 or more, met.
The same three rules apply to every product, and the badge can’t be bought. How the badge works
What people say about it
The reasons people give, with the number of comments that give each one. Open a reason to read what they said.
Why people recommend it
Each mark is one comment
Good for running models locally
“I now have it basically flying with ~450 tok/s (~19 it/s) in Candle during inference”
Comment from 16 Jun 2026 in “Running local models is good now” “Huggingface's Candle is fantastic for downloading/syncing/running models locally”
Comment from 8 Feb 2026 in “Show HN: LocalGPT – A local-first AI assistant in Rust with persistent memory” “huggingface has the excellent Candle crate for inference on Rust”
Comment from 16 Sep 2026 in “Nvidia announces native GPU programming in Rust” Modern alternative to PyTorch
“We really need to move all AI/ML research off PyTorch to Candle”
Comment from 30 Sep 2026 in “PSSA: A non-transformer language model written from scratch in Rust” “Llama and Candle are a lot more modern for these things”
Comment from 7 Nov 2025 in “Leaving Meta and PyTorch”
What people warn about
Each mark is one comment
Immature and not feature complete
“Native projects such as Candle or Burn are not feature complete yet, but I assume they'll eventually get there”
Comment from 12 May 2026 in “If AI Writes Your Code, Why Use Python?” “pure Rust rewrites (Candle, Burn, ...) are still immature and incomplete”
Comment from 8 Jun 2026 in “Are you expected to run five Python type-checkers now?”
Other machine learning libraries people recommend
The four most recommended other machine learning libraries, with the same counts for each, so you can compare like for like. The tick on each bar marks the 2 to 1 line the badge needs.
See all 19 machine learning libraries, rankedWhat people said
16 of the 17 comments that mention it, newest first. Each links to the original comment.
“It also has a builtin rule of only launching each service one at a time”
“We really need to move all AI/ML research off PyTorch to Candle”
“Candle didn't have support for GPUs on MacOS/Intel”
“I have used it, and it works well.”
“huggingface has the excellent Candle crate for inference on Rust”
“I now have it basically flying with ~450 tok/s (~19 it/s) in Candle during inference”
“pure Rust rewrites (Candle, Burn, ...) are still immature and incomplete”
“Native projects such as Candle or Burn are not feature complete yet, but I assume they'll eventually get there”
“you still end up paying for expensive custom nvcc invocations”
“easy to move things between CPU and GPU”
“Candle didn't have 2d conv backprop with strides properly implemented.”
“Huggingface's Candle is fantastic for downloading/syncing/running models locally”
“I could practically copy-paste the logic from the official HuggingFace transformers Python repository into TypeScript”
“designed to bring the true PyTorch experience to JavaScript/TypeScript”
“If you need WASM, I think Candle is your current best bet”
“Llama and Candle are a lot more modern for these things”
Counts come from 1,795,640 Hacker News comments, November 2025 to November 2026. How we count. Report a mistake.