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Ceyhun Derinbogaz's Projects

basic-ui-for-gpt-j-6b-with-low-vram icon basic-ui-for-gpt-j-6b-with-low-vram

A repository to run gpt-j-6b on low vram machines (4.2 gb minimum vram for 2000 token context, 3.5 gb for 1000 token context). Model loading takes 12gb free ram.

cf-workers-status-page icon cf-workers-status-page

Monitor your websites, showcase status including daily history, and get Slack/Telegram/Discord notification whenever your website status changes. Using Cloudflare Workers, CRON Triggers, and KV storage.

cryptocurrency-data-fetcher-for-deep-learning icon cryptocurrency-data-fetcher-for-deep-learning

This is a small piece of code to make it easier to store market data from different exchanges and store them into an SQL database to be used for Deep Learning in later steps. It can be deployed into digitalocean dokku server

deepspeed-mii icon deepspeed-mii

MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.

finetune-gpt2xl icon finetune-gpt2xl

Guide: Finetune GPT2-XL (1.5 Billion Parameters) and finetune GPT-NEO (2.7 B) on a single GPU with Huggingface Transformers using DeepSpeed

gpt-2-simple icon gpt-2-simple

Python package to easily retrain OpenAI's GPT-2 text-generating model on new texts

inpredo icon inpredo

Inpredo is a Deep Learning tool which looks into financial charts and predicts stock movements.

namekrea icon namekrea

NameKrea is an AI Domain Name Generator which uses GPT-2

onnxruntime icon onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

try-gptj-generation icon try-gptj-generation

A wrapper to simply load GPT-J and use it for generation. Uses DeepSpeed ons stage 2 or 3 for inference, as it reduce GPU memory usage.

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