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Run fast LLM Inference using Llama.cpp in Python
Custom components for Haystack for creating embeddings and reranking documents using the VoyageAI Models.
End-to-end financial dashboard that collects and consolidates all of a business's critical observations in one place using the information obtained from the annual 10-K SEC Filings.
Built a image classification model and Streamlit web app to predict the sport that is being represented in an image.
Built a multilingual text classification model to predict the probability that a comment is toxic using the data provided by Google Jigsaw.
Classification model to predict the probability that a customer defaults based on their monthly customer statements using the data provided by American Express.
Repositories
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Built a image classification model and Streamlit web app to predict the sport that is being represented in an image.
Custom components for Haystack for creating embeddings and reranking documents using the VoyageAI Models.
[NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge across external documents. RAG + Knowledge Graphs + Personalized PageRank.
verl: Volcano Engine Reinforcement Learning for LLMs
No description provided.
Additional packages (components, document stores and the likes) to extend the capabilities of Haystack
Built a multilingual text classification model to predict the probability that a comment is toxic using the data provided by Google Jigsaw.
No description provided.
Fork of VeRL to support Turing Family of GPUs
Classification model to predict the probability that a customer defaults based on their monthly customer statements using the data provided by American Express.
Product recommendation system to recommend products based on previous transactions, as well as from customer and product meta data using the data provided by H&M.
Run fast LLM Inference using Llama.cpp in Python
Custom component for Haystack (2.x) for running LLMs using the Llama.cpp LLM framework.
End-to-end financial dashboard that collects and consolidates all of a business's critical observations in one place using the information obtained from the annual 10-K SEC Filings.
No description provided.
Ashwin Mathur - Portfolio Website
:mag: Haystack is an open source NLP framework to interact with your data using Transformer models and LLMs (GPT-4, Falcon and alike). Haystack offers production-ready tools to quickly build complex question answering, semantic search, text generation applications, and more.
MTEB: Massive Text Embedding Benchmark
Zero-shot Document Ranking with Large Language Models.
No description provided.
Convert NDArray and more to LaTeX
Hypermodern Python Cookiecutter
[ACL2023] We introduce LLM-Blender, an innovative ensembling framework to attain consistently superior performance by leveraging the diverse strengths of multiple open-source LLMs. LLM-Blender cut the weaknesses through ranking and integrate the strengths through fusing generation to enhance the capability of LLMs.
Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.
The official Python client for the Huggingface Hub.
🚀 A list of Haystack Integrations, maintained by the community or deepset.
A python package that provides a custom streamlit connection to query data from Pinecone, a managed cloud vector database.
🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools