peft
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llama-2 model finetuned to generate docker commands
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Jan 22, 2024 - Jupyter Notebook
Finetuning Starcoder2-3B for Code Completion on a single A100 GPU
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Apr 1, 2024 - Jupyter Notebook
Clipora is a powerful toolkit for fine-tuning OpenCLIP models using Low Rank Adapters (LoRA).
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Nov 28, 2023 - Python
This project is an implementation of the paper: Parameter-Efficient Transfer Learning for NLP, Houlsby [Google], ICML 2019.
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Mar 17, 2024 - Python
High Quality Image Generation Model - Comes Under NGC Models @prithivmlmods
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Jun 4, 2024 - Python
AI Assistant for Customer Support
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Aug 6, 2023 - Jupyter Notebook
Factuality check of the SemRep Predications
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Jan 30, 2024 - Jupyter Notebook
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Mar 25, 2024 - Jupyter Notebook
Fine-tune StarCoder2-3b for SQL tasks on limited resources with LORA. LORA reduces model size for faster training on smaller datasets. StarCoder2 is a family of code generation models (3B, 7B, and 15B), trained on 600+ programming languages from The Stack v2 and some natural language text such as Wikipedia, Arxiv, and GitHub issues.
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Apr 9, 2024 - Jupyter Notebook
Generative AI nano degree program
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Mar 28, 2024 - Jupyter Notebook
Cooking Recipe MRC using PEFT techniques
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Nov 5, 2023 - Jupyter Notebook
For enjoyable brain activity during holiday season in winter '23
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Feb 14, 2024 - HTML
Comparison of different adaptation methods on PEFT for fine-tuning downstream tasks or benchmarks.
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Feb 15, 2024 - Python
CausalLM for python docstrings documentation
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Feb 19, 2024 - Python
peft model based on pythia-410m-deduped
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Dec 16, 2023 - Jupyter Notebook
This is the implementation of low rank adaptation (LoRA) which is a subset of parameter efficient fine tuning (PEFT).
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May 27, 2023 - Jupyter Notebook
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