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Muhtasham/README.md

Hello world!

Blog: https://muhtasham.github.io/blog/

πŸ”— More about work experience in my LinkedIn

Education πŸŽ“

  • Master’s degree at Technical University of Munich
    • Sequential Multi-task Learning in NLP with Focus on RegTech Domain
  • Bachelor's degree at Sabanci University

Projects πŸš€

  • πŸ“‘ StarCoder- May the Source be with you - The StarCoder models are 15.5B parameter models trained on 80+ programming languages from The Stack (v1.2), with opt-out requests excluded. The model uses Multi Query Attention, a context window of 8192 tokens, and was trained using the Fill-in-the-Middle objective on 1 trillion tokens.

  • πŸ“‘ ECOC based Multi-Class Classification for BCI - Developed DNN, under ECOC framework to detect the character out of 40 possibilities that the (disabled) subject wants to communicate via Brain Computer Interface (BCI).

  • πŸ“‘ Fault-Tolerant Strassen-Like Matrix Multiplication - Designed parity calculations to make matrix multiplication calculations, using Strassen-Like algorithms on cloud computing environment (with parallel setting) fault-tolerant.

  • πŸ“‘ TajGPT and TajBERTo - Developed first ever RoBERTa-like language model based on Tajik language after extensive filtering of the dataset. The model can be used for masked text generation or fine-tune it to a downstream task.

Popular repositories Loading

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    πŸ“ Reference-Free automatic summarization evaluation with potential hallucination detection

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    🎧 Pod-Helper: Real-time audio transcription and repair on consumer hardware

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  3. mlx-examples mlx-examples Public

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    Examples in the MLX framework

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  4. tajik-nlp tajik-nlp Public

    Collection of NLP projects in Tajik Language

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  6. DeepSeek-Coder-V2 DeepSeek-Coder-V2 Public

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    DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence

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