nowfound

Life & fun · December 4, 2024

EC

ESM C, setting a new state of the art for protein language models

Hey HN! We're releasing ESM C, a series of protein language models that set a new state of the art. By training on metagenomics and fine-tuning on UniRef, we're able to match ESM2 650M with ESM C 300M, and ESM C 6B has incredible unsupervised contact precision performance. These models are meant to be used as base models and representation learning models for protein sequences, and we'll release a preprint describing exact details soon.

In plain words

ESM C is a series of protein language models trained on metagenomics data and fine-tuned on UniRef sequences. Designed for researchers working with protein sequences, these models serve as base models for representation learning tasks. The series achieves notable efficiency, with the 300M parameter version matching the performance of a larger competitor model, while the 6B version demonstrates strong unsupervised contact prediction capabilities.

written from the facts on this page · September 2026

Does the same job

all alternatives →
  • IB
    I built a tiny LLM to demystify how language models workApr 2026 · github.com · ▲915

    Built a ~9M param LLM from scratch to understand how they actually work. Vanilla transformer, 60K synthetic conversations, ~130 lines of PyTorch. Trains in 5 min on a free Colab T4. The fish thinks the meaning of life is food. Fork it and swap the personality for your own character.

  • AO
    An open-source implementation of AlphaFold32024 · github.com · ▲314

    Hi HN - we’re the founders of Ligo Biosciences and are excited to share an open-source implementation of AlphaFold3, the frontier model for protein structure prediction. Google DeepMind and their new startup Isomorphic Labs, are expanding into drug discovery. They developed AlphaFold3 as their model to accelerate drug discovery and create demand from big pharma. They already signed Novartis and Eli Lilly for $3 billion - Google’s becoming a pharma company! (https://www.isomorphiclabs.com/articles/isomorphic-labs-kick...) AlphaFold3 is a biomolecular structure prediction…

  • ML
    Model2vec – Lightning-fast Static Embeddings for RAG/Semantic Search2024 · github.com · ▲28

    We’ve recently open-sourced Model2vec, a method to distill sentence transformers into static embeddings that outperform all previous approaches by a large margin on MTEB. Our new models set a new state-of-the-art for static embeddings. Main features: - Our best model (potion-base-8M) has only 8M parameters, which is ~30mb on disk - Inference is ~500x faster than the distilled base model (bge-base), on a CPU - New models can be distilled in 30 seconds on a CPU without requiring a dataset - just a vocabulary - Numpy-only inference: The packaged can be install the package with minimal…

  • PO
    Port of OpenAI's Whisper model in C/C++2022 · github.com · ▲399

    Hi HN, OpenAI recently released a model for automatic speech recognition called Whisper [0]. I decided to reimplement the inference of the model from scratch using C/C++. To achieve this I implemented a minimalistic tensor library in C and ported the high-level architecture of the model in C++. The entire code is less than 8000 lines of code and is contained in just 2 source files without any third-party dependencies. The Github project is here: https://github.com/ggerganov/whisper.cpp With this implementation I can very easily build and run the model - “make…

  • TO
  • MR
    Model2vec-Rs – Fast Static Text Embeddings in Rust2025 · github.com · ▲60

    Hey HN! We’ve just open-sourced model2vec-rs, a Rust crate for loading and running Model2Vec static embedding models with zero Python dependency. This allows you to embed text at (very) high throughput; for example, in a Rust-based microservice or CLI tool. This can be used for semantic search, retrieval, RAG, or any other text embedding usecase. Main Features: - Rust-native inference: Load any Model2Vec model from Hugging Face or your local path with StaticModel::from_pretrained(...). - Tiny footprint: The crate itself is only ~1.7 mb, with embedding models between 7 and 30 mb. Performance:…

More life & fun this month

the category →
  • TL

    Life & fun · 10d ago · louisabraham.github.io

  • Photosynthesis fires two of your iPhone

    Life & fun · 29d ago · photosynthesis.camera

  • SoloUno310

    Take control of hair pulling, nail biting & skin picking

    Life & fun · 28d ago · solouno.io

  • Scroll through all 43,252,003,274,489,856,000 reachable Rubik's Cube permutations.

    Life & fun · 27d ago · everycube.alen.is

  • The Interactive 3D Encyclopedia

    Life & fun · 21d ago · expeditione.fun

  • Hi HN, I built Eigendrum, a web tool that solves the 2D wave equation for arbitrary shapes so you can hear what they sound like as drums. How it works: * Solves -∇²u = λu using finite element analysis (Kφ = λMφ) on a triangle mesh. * Validated to <0.1% error against closed-form solutions for circles (Bessel zeros) and rectangles. * Sound model factors in strike location, Rayleigh damping, and mallet width. * Includes Kac drums I & II to demonstrate identical sound spectra from different geometries. * No frameworks, build steps, or dependencies. Repo and tests:…

    Life & fun · 27d ago · baselashraf81.github.io

Launched alongside, December 2024

the whole month →
  • Remy AI2,172

    Anyone can sleep and recover better

    AI · 2024 · apps.apple.com

  • Remento1,686

    The AI biographer for loved ones

    AI · 2024 · remento.co

  • Aimfox1,213

    Built for LinkedIn outreach, made to close deals

    Growth · 2024 · aimfox.com

  • Stackfix1,112

    Compare software in seconds

    AI · 2024 · stackfix.com

  • Coval1,012

    Simulation & evals to ship delightful voice & chat AI agents

    AI · 2024 · coval.ai

  • VocAdapt961

    Master languages with AI-adapted authentic content

    Life & fun · 2024 · vocadapt.com