qwopqwop200 / gptqloraLinks
GPTQLoRA: Efficient Finetuning of Quantized LLMs with GPTQ
☆102Updated 2 years ago
Alternatives and similar repositories for gptqlora
Users that are interested in gptqlora are comparing it to the libraries listed below
Sorting:
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆141Updated 2 years ago
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆202Updated last year
- Load multiple LoRA modules simultaneously and automatically switch the appropriate combination of LoRA modules to generate the best answe…☆157Updated last year
- PB-LLM: Partially Binarized Large Language Models☆157Updated 2 years ago
- ☆128Updated last year
- ☆204Updated last year
- QuIP quantization☆61Updated last year
- Advanced Ultra-Low Bitrate Compression Techniques for the LLaMA Family of LLMs☆110Updated last year
- QLoRA: Efficient Finetuning of Quantized LLMs☆79Updated last year
- Official PyTorch implementation of QA-LoRA☆145Updated last year
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆256Updated last year
- SparseGPT + GPTQ Compression of LLMs like LLaMa, OPT, Pythia☆41Updated 2 years ago
- Multipack distributed sampler for fast padding-free training of LLMs☆202Updated last year
- Code for the paper "QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models".☆278Updated 2 years ago
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks (EMNLP'24)☆147Updated last year
- An efficent implementation of the method proposed in "The Era of 1-bit LLMs"☆155Updated last year
- Implementation of DoRA☆307Updated last year
- Merge Transformers language models by use of gradient parameters.☆209Updated last year
- Code for paper: "QuIP: 2-Bit Quantization of Large Language Models With Guarantees"☆390Updated last year
- Experiments on speculative sampling with Llama models☆127Updated 2 years ago
- Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates☆469Updated last year
- ☆229Updated last year
- ☆235Updated last year
- QLoRA with Enhanced Multi GPU Support☆37Updated 2 years ago
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆205Updated last year
- Official repository for the paper "SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention"☆102Updated last year
- Exploring finetuning public checkpoints on filter 8K sequences on Pile☆116Updated 2 years ago
- Code repository for the c-BTM paper☆108Updated 2 years ago
- Simple implementation of Speculative Sampling in NumPy for GPT-2.☆98Updated 2 years ago
- Low-Rank adapter extraction for fine-tuned transformers models☆179Updated last year