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Alpay Ariyak

Research Engineer @ RunPod

LinkedIn Badge X (formerly Twitter) Follow HuggingFace

Recent Projects:

  • OpenChat-3.5-0106 and OpenChat-3.5-1210 : the best Open Source 7B LLMs in the World! Improved coding performance by nearly 20 points through curating, synthesizing and decontaminating an instruct coding dataset.
    • Sponsors:
      • RunPod
      • 01.ai
  • OpenCoder-7B: Mistral-7B fine-tuned on Coding Data that I synthesized
    • Sponsors:
      • RunPod
  • Hydra-MoE: Mixture of QLoRA Experts
    • Sponsors:
      • Together AI
  • MDEL M3rlin: Large End-to-End Multi-Modal Language Model
    • Sponsors:
      • LAION

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Alpay Ariyak's Projects

tfrecord_converter_waymo icon tfrecord_converter_waymo

A program that converts data from the Waymo Open Dataset into the TFRecord format used by the Tensorflow Object Detection API.

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

trrt-llm-fork-for-sls-worker icon trrt-llm-fork-for-sls-worker

TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.

worker-vllm icon worker-vllm

The RunPod worker template for serving our large language model endpoints. Powered by VLLM.

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