Repository Index

动手学Ollama，CPU玩转大模型部署，在线阅读地址：https://datawhalechina.github.io/handy-ollama/

• large-language-models
• llm
• ollama
• tutorial

Build an email assistant with human-in-the-loop and memory

• agents
• memory

Machine Learning University: Accelerated Natural Language Processing Class

• machine-learning
• natural-language-processing
• deep-learning
• python

State-of-the-art Image & Video CLIP, Multimodal Large Language Models, and More!

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

• machine-learning
• deep-learning
• python
• classification

Mastering Applied AI, One Concept at a Time

• fine-tuning
• finetuning
• finetuning-llms
• inference

Machine Learning Journal for Intermediate to Advanced Topics.

• data-science
• documentation
• large-language-models
• learning-resources

Awesome resources for in-context learning and prompt engineering: Mastery of the LLMs such as ChatGPT, GPT-3, and FlanT5, with up-to-date and cutting-edge updates.

• chain-of-thought
• chatbot
• chatgpt
• chatgpt-api

This is the official repository for The Hundred-Page Language Models Book by Andriy Burkov

Sharing both practical insights and theoretical knowledge about LLM evaluation that we gathered while managing the Open LLM Leaderboard and designing lighteval!

• evaluation
• evaluation-metrics
• guidebook
• large-language-models

Logica is a logic programming language that compiles to SQL. It runs on DuckDB, Google BigQuery, PostgreSQL and SQLite.

• datalog
• sql
• bigquery
• language

ProtTrans is providing state of the art pretrained language models for proteins. ProtTrans was trained on thousands of GPUs from Summit and hundreds of Google TPUs using Transformers Models.

Neural question generation using transformers

• nlp
• nlg
• deep-learning
• transformer

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

• aifinance
• fintech
• llama
• machine-learning

Genomic Pretrained Network - GPN, GPN-MSA, PhyloGPN, GPN-Star

• dna
• language-model
• variant-effect-prediction
• genomics

Jupyter's kernel for Elixir programming language

• elixir
• jupyter
• jupyter-kernels
• repl

🏃 The go-to single-cell Foundation Model

• batch-correction
• cell-biology
• celltype-annotation
• denoising

Official repo for CellPLM: Pre-training of Cell Language Model Beyond Single Cells.

Code repository for The Automation Ahead series, showcasing practical examples for GenAI-driven automation in investments. Each installment dives into specific tools, techniques, and use cases to help professionals assess and apply GenAI effectively.

• data-science
• deep-learning
• finance
• financial-data

Repository for paper scMulan: a multitask generative pre-trained language model for single-cell analysis.

• foundation-models
• gpt
• single-cell

American Sign Language Detection is a deep learning end to end project where we can detect American Sign Language.

• asl
• keras
• tensroflow
• tflite

A multi-language tokenizer for extracting identifiers from source code.

Investigating multilingual language models (BERT) by using them for NER in German and English