Akash A Desai (akashAD98)

akashAD98

Geek Repo

Location:Kolhapur,india

Home Page:https://medium.com/@aksdesai1998

Twitter:@1998aks2

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Akash A Desai's starred repositories

multi-label-summary-text

An application that summarizes and classifies long text using zero-shot transfer-learning hosted on Huggingface spaces.

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video-retalking

[SIGGRAPH Asia 2022] VideoReTalking: Audio-based Lip Synchronization for Talking Head Video Editing In the Wild

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shared_colab_notebooks

A Repo to store the Google Colaboratory Notebooks that I have created and shared

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tamil-llama

A New Tamil Large Language Model (LLM) Based on Llama 2

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DogLLaMA

LLaMA-2 7b finetuned on Dog Style Dataset for fun

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instructor-embedding

[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings

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TinyLlama

The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.

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langgraph

Build resilient language agents as graphs.

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AutoGen_EnhancedAgents

This repository holds enhanced Agents, built for the Microsoft AutoGen Framework. Debuting with a MemoryEnabledAgent with improvements in context/token control, portability, and PnP functionality.

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AutoGen_MemoryManager

This repository demonstrates how a simple memory file can be incorporated into an Agents routine using the AutoGen framework.

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llama.cpp

LLM inference in C/C++

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autogen_localLLM_erpfunctions

Example of how to use a local llm with function calling, in this example to call local (company) ERP systems

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gpt-engineer

Platform to experiment with the AI Software Engineer. Terminal based. NOTE: Very different from https://gptengineer.app

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phidata

Build AI Agents with memory, knowledge, tools and reasoning. Chat with them using a beautiful Agent UI.

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self-operating-computer

A framework to enable multimodal models to operate a computer.

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gorilla

Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)

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SynoLangchain

Using Langchain to enhance local LLM's

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mistral-image-captioning-agent

Image Captioning Agent using Mistral 7B

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surya

OCR, layout analysis, reading order, table recognition in 90+ languages

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LLMLingua

[EMNLP'23, ACL'24] To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.

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llm-food-delivery

Making the food-delivery experience easy for busy folks :)

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MIMIC-IV-Data-Pipeline

A customizable pipeline for data extraction from MIMIC-IV.

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RAG-with-Memory

An attempt to adding memory to RAG

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lance

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..

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fastui-chat

💬 minimalistic ChatBot Interface in pure python

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whisper-plus

WhisperPlus: Faster, Smarter, and More Capable 🚀

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