athms / mad-labLinks
A MAD laboratory to improve AI architecture designs ๐งช
โ135Updated last year
Alternatives and similar repositories for mad-lab
Users that are interested in mad-lab are comparing it to the libraries listed below
Sorting:
- Understand and test language model architectures on synthetic tasks.โ247Updated 3 months ago
- The simplest, fastest repository for training/finetuning medium-sized GPTs.โ181Updated 6 months ago
- Code for exploring Based models from "Simple linear attention language models balance the recall-throughput tradeoff"โ243Updated 6 months ago
- โ53Updated last year
- nanoGPT-like codebase for LLM trainingโ113Updated last month
- Normalized Transformer (nGPT)โ194Updated last year
- Some preliminary explorations of Mamba's context scaling.โ218Updated last year
- some common Huggingface transformers in maximal update parametrization (ยตP)โ87Updated 3 years ago
- Minimal (400 LOC) implementation Maximum (multi-node, FSDP) GPT trainingโ132Updated last year
- Accelerated First Order Parallel Associative Scanโ193Updated this week
- โ167Updated 2 years ago
- seqax = sequence modeling + JAXโ169Updated 5 months ago
- Code for NeurIPS 2024 Spotlight: "Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations"โ86Updated last year
- โ150Updated 2 years ago
- Code to reproduce "Transformers Can Do Arithmetic with the Right Embeddings", McLeish et al (NeurIPS 2024)โ198Updated last year
- โ206Updated 2 weeks ago
- Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clustersโ131Updated last year
- โ62Updated last year
- โ286Updated last year
- Language models scale reliably with over-training and on downstream tasksโ100Updated last year
- A toolkit for scaling law research โโ55Updated 11 months ago
- Repo for "LoLCATs: On Low-Rank Linearizing of Large Language Models"โ249Updated 10 months ago
- supporting pytorch FSDP for optimizersโ84Updated last year
- EvaByte: Efficient Byte-level Language Models at Scaleโ111Updated 8 months ago
- โ91Updated last year
- Mixture of A Million Expertsโ52Updated last year
- โ83Updated 2 years ago
- โ53Updated last year
- โ82Updated last year
- โ92Updated last year