huggingface / datatroveLinks
Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.
☆2,726Updated this week
Alternatives and similar repositories for datatrove
Users that are interested in datatrove are comparing it to the libraries listed below
Sorting:
- Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends☆2,108Updated this week
- Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verifi…☆2,927Updated this week
- Minimalistic large language model 3D-parallelism training☆2,311Updated 2 months ago
- Scalable data pre processing and curation toolkit for LLMs☆1,208Updated this week
- Bringing BERT into modernity via both architecture changes and scaling☆1,563Updated 4 months ago
- Data and tools for generating and inspecting OLMo pre-training data.☆1,343Updated last week
- AllenAI's post-training codebase☆3,294Updated this week
- Stanford NLP Python library for Representation Finetuning (ReFT)☆1,529Updated 9 months ago
- DataComp for Language Models☆1,386Updated 2 months ago
- Fast lexical search implementing BM25 in Python using Numpy, Numba and Scipy☆1,384Updated 2 weeks ago
- Doing simple retrieval from LLM models at various context lengths to measure accuracy☆2,068Updated last year
- Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs☆3,531Updated 5 months ago
- YaRN: Efficient Context Window Extension of Large Language Models☆1,634Updated last year
- Recipes to scale inference-time compute of open models☆1,117Updated 5 months ago
- Evaluate your LLM's response with Prometheus and GPT4 💯☆1,009Updated 6 months ago
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.☆1,568Updated 5 months ago
- Code for 'LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders'☆1,607Updated 9 months ago
- DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models. 🤖💤☆1,077Updated 9 months ago
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,867Updated last year
- Sharing both practical insights and theoretical knowledge about LLM evaluation that we gathered while managing the Open LLM Leaderboard a…☆1,931Updated last month
- Best practices for distilling large language models.☆584Updated last year
- A family of open-sourced Mixture-of-Experts (MoE) Large Language Models☆1,633Updated last year
- Enforce the output format (JSON Schema, Regex etc) of a language model☆1,952Updated 2 months ago
- Synthetic data curation for post-training and structured data extraction☆1,547Updated 3 months ago
- MTEB: Massive Text Embedding Benchmark☆2,964Updated this week
- ☆1,309Updated 8 months ago
- Train Models Contrastively in Pytorch☆753Updated 7 months ago
- An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.☆1,902Updated 3 months ago
- ☆688Updated 6 months ago
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆2,269Updated 6 months ago