Ömer Kaya (andthattoo)

andthattoo

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Company:@firstbatchxyz

Home Page:firstbatch.xyz

Twitter:@andthatto

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firstbatchxyz

Ömer Kaya's starred repositories

stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

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pyreft

ReFT: Representation Finetuning for Language Models

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whisper.cpp

Port of OpenAI's Whisper model in C/C++

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GLiNER

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024

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kosmonaut

A web browser engine for the space age :rocket:

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bark-with-voice-clone

🔊 Text-prompted Generative Audio Model - With the ability to clone voices

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TTS

🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

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candle

Minimalist ML framework for Rust

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lilac

Curate better data for LLMs

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LaVague

Large Action Model framework to develop AI Web Agents

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presidio

Context aware, pluggable and customizable data protection and de-identification SDK for text and images

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fsdp_qlora

Training LLMs with QLoRA + FSDP

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LlamaGym

Fine-tune LLM agents with online reinforcement learning

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dria-docker

All-in-one environment to use Dria, the collective knowledge for AI.

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Reranker

Build Text Rerankers with Deep Language Models

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BitNet

Implementation of "BitNet: Scaling 1-bit Transformers for Large Language Models" in pytorch

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neural-tree

Tree-based indexes for neural-search

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rustworkx

A high performance Python graph library implemented in Rust.

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mlx-graphs

Graph Neural Network library made for Apple Silicon

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dria-cli

A command-line tool to interact with Dria knowledge.

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graspologic

Python package for graph statistics

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oaib

Use the OpenAI Batch tool to make async batch requests to the OpenAI API.

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mlx-examples

Examples in the MLX framework

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natural-instructions

Expanding natural instructions

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opencompass

OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets.

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ollama-python

Ollama Python library

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dria-python-client

Permissionless access to AI knowledge as a public good

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stretto

Stretto is a Rust implementation for Dgraph's ristretto (https://github.com/dgraph-io/ristretto). A high performance memory-bound Rust cache.

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RAGatouille

Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-of-use, backed by research.

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