sohom's repositories
solana-pay
A point-of-sale web app that allows us to take payments from customers in person.first, we present a QR code that they can scan with a Solana wallet to make the payment. As soon as they do our app will update to show that they’ve paid.
shopping_0
from the api call which connects to the scraper - the reminding progress and tweaked a bit due to bugs. If in future there are bugs, pull out branches from here
mymoneydapp
Developed our own crypto-currency on the Solana blockchain or our own spl-token in the Solana
emojiLLM
emoji LLM uses medical diagnosis questions and their corresponding emoji responses through ReFT
flashrank
re-ranking with flashrank
gemini
gemini model demonstrates remarkable versatility in it's visual understanding, classification, summarization, or generating content from images and videos,
giskard
Giskard is an AI-powered personal assistant that helps users manage tasks, schedule appointments, and provides personalized recommendations, ensuring that the models are not just high-performing but also ethical and secure
idefics
fine-tuning the image-aware IDEFICS 9B multimodal language model on a custom dataset for enhanced conversational abilities.
LCM-LoRA
Image Generation: SDXL with LCM LoRA.
matmul
MatMul language modeling.
meme-coin-dapp
A meme coin is a cryptocurrency that has almost no value and doesn't do anything interesting. It's just a coin, like Shiba Inu or dogecoin. Meme coins are basically just culture coins, and people trade them because they like memes.
metadata
transforming RAG pipeline through metadata
phi
how to implement and infer using the Microsoft/phi-2 base model, which is designed to harness high-quality, textbook-level datasets to achieve remarkable results.
powerfinder
activation locality to optimize neural network computations charging LLMs for performace
rag-vector-dbs
few ways to implement advanced RAG
runpod
Script sets up an environment using RunPod's API to create and manage a pod hosting Falcon-40B LLM, on two NVIDIA A100 80GB GPUs
shopping
A web scraper built using OxyLabs. It fetches products with their prices and descriptions and sorts_by with the given information tally provided
slim
SLIM models by LLMWare
solvent
a simple program to transform tokens to and from the program (which can be released after _token_time_ mentioned as in the form of vault)
training-w-gpt-2
using distilgpt2 to comprehend diseases and symptoms, exploring dataset loading, tokenization, hyperparameter tuning, and text generation, empowering contextual understanding in medical contexts.
unsloth-
utilize the imdb dataset for fine-tuning a pre-trained 7b mistral language model (quantized at 4 bits), targeting improvements in text generation performance.
vectara
using the Word Embedding Association Test (WEAT) and Demographic Diversity Analysis and using vectara's hallucination evaluation model to understand how it transforms the LLMs
wandb
leveraging Weights & Biases to monitor RAG pipeline