VITA-Group / Q-GaLoreLinks
Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.
☆198Updated 11 months ago
Alternatives and similar repositories for Q-GaLore
Users that are interested in Q-GaLore are comparing it to the libraries listed below
Sorting:
- An efficent implementation of the method proposed in "The Era of 1-bit LLMs"☆154Updated 9 months ago
- Repo for "LoLCATs: On Low-Rank Linearizing of Large Language Models"☆243Updated 5 months ago
- ☆134Updated 10 months ago
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆240Updated last year
- PyTorch implementation of models from the Zamba2 series.☆183Updated 5 months ago
- ☆128Updated 3 months ago
- EvolKit is an innovative framework designed to automatically enhance the complexity of instructions used for fine-tuning Large Language M…☆229Updated 8 months ago
- ☆199Updated 7 months ago
- PB-LLM: Partially Binarized Large Language Models☆152Updated last year
- A pipeline for LLM knowledge distillation☆105Updated 3 months ago
- A family of compressed models obtained via pruning and knowledge distillation☆344Updated 8 months ago
- A compact LLM pretrained in 9 days by using high quality data☆318Updated 3 months ago
- Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)☆158Updated 3 months ago
- Code for "LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding", ACL 2024☆318Updated 2 months ago
- Code for the paper "QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models".☆277Updated last year
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆132Updated last year
- OpenCoconut implements a latent reasoning paradigm where we generate thoughts before decoding.☆173Updated 5 months ago
- PyTorch implementation of Infini-Transformer from "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention…☆290Updated last year
- GPTQLoRA: Efficient Finetuning of Quantized LLMs with GPTQ☆102Updated 2 years ago
- [NeurIPS 2024] Official Repository of The Mamba in the Llama: Distilling and Accelerating Hybrid Models☆222Updated 2 months ago
- Memory layers use a trainable key-value lookup mechanism to add extra parameters to a model without increasing FLOPs. Conceptually, spars…☆341Updated 7 months ago
- ☆118Updated 10 months ago
- Training-free Post-training Efficient Sub-quadratic Complexity Attention. Implemented with OpenAI Triton.☆139Updated this week
- This is our own implementation of 'Layer Selective Rank Reduction'☆239Updated last year
- My fork os allen AI's OLMo for educational purposes.☆30Updated 7 months ago
- Micro Llama is a small Llama based model with 300M parameters trained from scratch with $500 budget☆153Updated last year
- EvaByte: Efficient Byte-level Language Models at Scale☆103Updated 2 months ago
- ☆179Updated 7 months ago
- RWKV-7: Surpassing GPT☆92Updated 7 months ago
- GRadient-INformed MoE☆263Updated 9 months ago