# 参考 1. <https://www.datacamp.com/tutorial/fine-tuning-large-language-models>《如何微调大规模语言模型》 2. <https://www.lakera.ai/blog/llm-fine-tuning-guide>《大规模语言模型微调指南》 3. [https://medium.com/rahasak/fine-tune-llms-on-your-pc-with-qlora-apple-mlx-c2aedf1f607d]...
[7]https://huggingface.co/docs/accelerate/index [8]https://www.deepspeed.ai/tutorials/inference-tutorial/ [9]https://github.com/FMInference/FlexGen 原文链接: https://medium.com/@plienhar/llm-inference-series-4-kv-cachin...
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http://deeplearning.stanford.edu/tutorial/supervised/ConvolutionalNeuralNetwork/ https://zhuanlan.zhihu.com/p/352898810 https://towardsdatascience.com/beautifully-illustrated-nlp-models-from-rnn-to-transformer-80d69faf2109 https://medium.com/analytics-vidhya/understanding-q-k-v-in-transformer-self-atten...
https://www.datacamp.com/tutorial/fine-tuning-llama-2 微调框架 moreh https://docs.moreh.io/tutorials/ Fine-tuning Tutorials This tutorial is for anyone who wants to fine-tune powerful large language models such as Llama2, Mistral for their own projects. We will walk you through the steps...
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AP Statistics Intuition by Ms Aerin: List of Medium articles that provide the intuition behind every probability distribution. Immersive Linear Algebra: Another visual interpretation of linear algebra. Khan Academy - Linear Algebra: Great for beginners as it explains the concepts in a very intuitive ...
cd /app/tensorrt_llm/examples/models/core/gpt # Download weights from HuggingFace Transformers rm -rf gpt2 && git clone https://huggingface.co/gpt2-medium gpt2 pushd gpt2 && rm pytorch_model.bin model.safetensors && wget -q https://huggingface.co/gpt2-medium/resolve/main/pytorch_model....
10. DeepSpeed Mixture-of-Quantization (MoQ), 访问时间为 二月 21, 2025,https://www.deepspeed.ai/tutorials/MoQ-tutorial/ 11. Neural Network Quantization. for efficient deployment of Deep… | by ..., 访问时间为 二月 21, 2025,https://medium.com/@curiositydeck/neural-network-quantization-03ddf6...
^[3] https://medium.com/tensorflow/fitting-larger-networks-into-memory-583e3c758ff9 ^[4] https://arxiv.org/pdf/1710.03740 ^[5] https://pytorch.org/docs/stable/amp.html ^[6] https://discuss.pytorch.org/t/when-to-set-pin-memory-to-true/19723 ^[7] https://developer.nvidia.com/blog...