microsoft / unilmLinks
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
β22,021Updated 2 weeks ago
Alternatives and similar repositories for unilm
Users that are interested in unilm are comparing it to the libraries listed below
Sorting:
- π A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (iβ¦β9,486Updated this week
- π€ PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.β20,587Updated last week
- Facebook AI Research Sequence-to-Sequence Toolkit written in Python.β32,143Updated 4 months ago
- Fast and memory-efficient exact attentionβ22,113Updated last week
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"β13,233Updated last year
- LAVIS - A One-stop Library for Language-Vision Intelligenceβ11,154Updated last year
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.β41,578Updated this week
- Foundation Architecture for (M)LLMsβ3,130Updated last year
- Ongoing research training transformer models at scaleβ15,162Updated this week
- Unsupervised text tokenizer for Neural Network-based text generation.β11,627Updated this week
- An open source implementation of CLIP.β13,353Updated 3 months ago
- π€ Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal modelβ¦β156,173Updated this week
- Train transformer language models with reinforcement learning.β17,297Updated this week
- RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable)β¦β14,346Updated last week
- QLoRA: Efficient Finetuning of Quantized LLMsβ10,835Updated last year
- Transformer related optimization, including BERT, GPTβ6,392Updated last year
- State-of-the-Art Text Embeddingsβ18,225Updated this week
- Instruct-tune LLaMA on consumer hardwareβ18,978Updated last year
- Accessible large language models via k-bit quantization for PyTorch.β7,939Updated 3 weeks ago
- β12,275Updated last week
- [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.β24,426Updated last year
- Hackable and optimized Transformers building blocks, supporting a composable construction.β10,326Updated last week
- A concise but complete full-attention transformer with a set of promising experimental features from various papersβ5,800Updated this week
- Running large language models on a single GPU for throughput-oriented scenarios.β9,384Updated last year
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parametersβ5,936Updated last year
- Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adβ¦β6,087Updated 7 months ago
- BertViz: Visualize Attention in Transformer Modelsβ7,908Updated last month
- A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) trainingβ23,494Updated last year
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)β9,387Updated 2 weeks ago
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.β39,392Updated 8 months ago