AlarioAI / bitnet
Train and evaluate 1.58 bits Neural Networks
☆21Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for bitnet
- An efficent implementation of the method proposed in "The Era of 1-bit LLMs"☆154Updated last month
- A byte-level decoder architecture that matches the performance of tokenized Transformers.☆59Updated 7 months ago
- Implementation of GateLoop Transformer in Pytorch and Jax☆86Updated 5 months ago
- RWKV, in easy to read code☆55Updated this week
- Implementation of mamba with rust☆73Updated 8 months ago
- Pytorch implementation of the PEER block from the paper, Mixture of A Million Experts, by Xu Owen He at Deepmind☆112Updated 3 months ago
- BitLinear implementation☆21Updated last month
- Official repository for the paper "SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention"☆93Updated last month
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆174Updated 4 months ago
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆196Updated 7 months ago
- Token Omission Via Attention☆121Updated last month
- An implementation of the Llama architecture, to instruct and delight☆21Updated 3 months ago
- Collection of autoregressive model implementation☆67Updated this week
- A repository for log-time feedforward networks☆216Updated 7 months ago
- Muon optimizer for neural networks: >30% extra sample efficiency, <3% wallclock overhead☆125Updated this week
- Griffin MQA + Hawk Linear RNN Hybrid☆85Updated 6 months ago
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆112Updated last year
- SparseGPT + GPTQ Compression of LLMs like LLaMa, OPT, Pythia☆41Updated last year
- Normalized Transformer (nGPT)☆94Updated this week
- RWKV in nanoGPT style☆178Updated 5 months ago
- Official repository for the paper "Approximating Two-Layer Feedforward Networks for Efficient Transformers"☆36Updated last year
- ☆77Updated 7 months ago
- Fast modular code to create and train cutting edge LLMs☆65Updated 6 months ago
- PB-LLM: Partially Binarized Large Language Models☆148Updated last year
- ☆53Updated 10 months ago
- ☆49Updated 8 months ago
- ☆77Updated 5 months ago
- Explorations into the proposal from the paper "Grokfast, Accelerated Grokking by Amplifying Slow Gradients"☆85Updated 2 months ago
- supporting pytorch FSDP for optimizers☆35Updated this week
- Experiment of using Tangent to autodiff triton☆72Updated 10 months ago