emrgnt-cmplxty / zero-shot-replicationLinks
☆73Updated last year
Alternatives and similar repositories for zero-shot-replication
Users that are interested in zero-shot-replication are comparing it to the libraries listed below
Sorting:
- Comprehensive analysis of difference in performance of QLora, Lora, and Full Finetunes.☆82Updated last year
- QLoRA: Efficient Finetuning of Quantized LLMs☆78Updated last year
- ☆20Updated last year
- Just a bunch of benchmark logs for different LLMs☆119Updated 10 months ago
- Merge Transformers language models by use of gradient parameters.☆206Updated 10 months ago
- Model REVOLVER, a human in the loop model mixing system.☆33Updated last year
- Full finetuning of large language models without large memory requirements☆94Updated last year
- Landmark Attention: Random-Access Infinite Context Length for Transformers QLoRA☆123Updated 2 years ago
- Experimental sampler to make LLMs more creative☆31Updated last year
- Official code for ACL 2023 (short, findings) paper "Recursion of Thought: A Divide and Conquer Approach to Multi-Context Reasoning with L…☆43Updated 2 years ago
- ☆84Updated 2 years ago
- an implementation of Self-Extend, to expand the context window via grouped attention☆119Updated last year
- Low-Rank adapter extraction for fine-tuned transformers models☆173Updated last year
- Demonstration that finetuning RoPE model on larger sequences than the pre-trained model adapts the model context limit☆63Updated 2 years ago
- Zeus LLM Trainer is a rewrite of Stanford Alpaca aiming to be the trainer for all Large Language Models☆69Updated last year
- Convenient wrapper for fine-tuning and inference of Large Language Models (LLMs) with several quantization techniques (GTPQ, bitsandbytes…☆147Updated last year
- ☆66Updated last year
- This is our own implementation of 'Layer Selective Rank Reduction'☆239Updated last year
- ☆47Updated last year
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆129Updated last year
- ☆27Updated last year
- QLoRA with Enhanced Multi GPU Support☆37Updated last year
- GPT-2 small trained on phi-like data☆66Updated last year
- ☆157Updated 11 months ago
- Multi-Domain Expert Learning☆67Updated last year
- Code repository for the c-BTM paper☆106Updated last year
- Load multiple LoRA modules simultaneously and automatically switch the appropriate combination of LoRA modules to generate the best answe…☆154Updated last year
- An unsupervised model merging algorithm for Transformers-based language models.☆105Updated last year
- An easy-to-understand framework for LLM samplers that rewind and revise generated tokens☆140Updated 4 months ago
- 4 bits quantization of SantaCoder using GPTQ☆51Updated 2 years ago