Search Results for "a byte of python"
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Showing 3 open source projects for "a byte of python"
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Tiktoken
tiktoken is a fast BPE tokeniser for use with OpenAI's models
...Internally, it includes the core tokenizer logic (often implemented in Rust or efficient lower-level code), APIs for encoding, decoding, and counting tokens, and binding layers to Python (and sometimes other languages) for easy use. -
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llama3-from-scratch-zh
Implementing an llama3 Chinese version from scratch
Llama3 from Scratch zh is an open-source educational implementation that explains the internal architecture of Meta's Llama 3 language model through step-by-step Python and PyTorch code. It reconstructs major Transformer components using explicit tensor operations and matrix calculations. The project demonstrates how to load pretrained Llama 3 weights and examine their structure. Readers can explore tokenization, embedding layers, attention calculations, normalization, and feed-forward... -
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LaMDA-pytorch
Open-source pre-training implementation of Google's LaMDA in PyTorch
Open-source pre-training implementation of Google's LaMDA research paper in PyTorch. The totally not sentient AI. This repository will cover the 2B parameter implementation of the pre-training architecture as that is likely what most can afford to train. You can review Google's latest blog post from 2022 which details LaMDA here. You can also view their previous blog post from 2021 on the model.
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