hamelsmu / llama-inference
experiments with inference on llama
☆104Updated 9 months ago
Alternatives and similar repositories for llama-inference:
Users that are interested in llama-inference are comparing it to the libraries listed below
- Manage scalable open LLM inference endpoints in Slurm clusters☆253Updated 8 months ago
- minimal pytorch implementation of bm25 (with sparse tensors)☆97Updated last year
- The Batched API provides a flexible and efficient way to process multiple requests in a batch, with a primary focus on dynamic batching o…☆124Updated 2 months ago
- Lightweight demos for finetuning LLMs. Powered by 🤗 transformers and open-source datasets.☆73Updated 4 months ago
- Comprehensive analysis of difference in performance of QLora, Lora, and Full Finetunes.☆82Updated last year
- ☆113Updated 5 months ago
- ☆199Updated last year
- Multipack distributed sampler for fast padding-free training of LLMs☆186Updated 7 months ago
- Fully fine-tune large models like Mistral, Llama-2-13B, or Qwen-14B completely for free☆230Updated 4 months ago
- Code for NeurIPS LLM Efficiency Challenge☆57Updated 11 months ago
- 🕹️ Performance Comparison of MLOps Engines, Frameworks, and Languages on Mainstream AI Models.☆136Updated 7 months ago
- Exploring finetuning public checkpoints on filter 8K sequences on Pile☆115Updated last year
- ☆92Updated last year
- A high-throughput and memory-efficient inference and serving engine for LLMs☆261Updated 5 months ago
- Data preparation code for Amber 7B LLM☆86Updated 10 months ago
- A bagel, with everything.☆317Updated 11 months ago
- FastFit ⚡ When LLMs are Unfit Use FastFit ⚡ Fast and Effective Text Classification with Many Classes☆189Updated 5 months ago
- Check for data drift between two OpenAI multi-turn chat jsonl files.☆37Updated 11 months ago
- A Python wrapper around HuggingFace's TGI (text-generation-inference) and TEI (text-embedding-inference) servers.☆34Updated 2 months ago
- Experiments on speculative sampling with Llama models☆125Updated last year
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆117Updated last year
- EvolKit is an innovative framework designed to automatically enhance the complexity of instructions used for fine-tuning Large Language M…☆204Updated 4 months ago
- A set of scripts and notebooks on LLM finetunning and dataset creation☆105Updated 5 months ago
- Experiments with generating opensource language model assistants☆97Updated last year
- ☆74Updated last year
- QLoRA with Enhanced Multi GPU Support☆36Updated last year
- Let's build better datasets, together!☆256Updated 2 months ago
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆204Updated 9 months ago
- Set of scripts to finetune LLMs☆36Updated 11 months ago
- A pipeline for LLM knowledge distillation☆96Updated last month