pointers.py
transformers
| pointers.py | transformers | |
|---|---|---|
| 37 | 181 | |
| 907 | 126,915 | |
| - | 1.5% | |
| 6.5 | 10.0 | |
| 28 days ago | 4 days ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
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pointers.py
- Literally everyone here
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Why doesn't Python have pointers?
Just wanted to leave this here, there is a third party module to bring the "hell of pointers" to python: https://github.com/ZeroIntensity/pointers.py
- 'tis the season
- i (mostly) mapped the entire cpython abi to python
- Trial by segfault
- Guess my favorite language based on my frustrated Python comments
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Looking for cool python packages for kids
Pointers.py is always cool.
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Im listening...
Oh yeah mb. Fuck pointers and this guy who tried to bring them in python
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Python code running in the browser, using react-py
Reminds me of this dev who made a pointers module for python
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What the hell is a "malloc"?
You're welcome
transformers
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XLSTM: Extended Long Short-Term Memory
Fascinating work, very promising.
Can you summarise how the model in your paper differs from this one ?
https://github.com/huggingface/transformers/issues/27011
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AI enthusiasm #9 - A multilingual chatbot📣🈸
transformers is a package by Hugging Face, that helps you interact with models on HF Hub (GitHub)
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Maxtext: A simple, performant and scalable Jax LLM
Is t5x an encoder/decoder architecture?
Some more general options.
The Flax ecosystem
https://github.com/google/flax?tab=readme-ov-file
or dm-haiku
https://github.com/google-deepmind/dm-haiku
were some of the best developed communities in the Jax AI field
Perhaps the “trax” repo? https://github.com/google/trax
Some HF examples https://github.com/huggingface/transformers/tree/main/exampl...
Sadly it seems much of the work is proprietary these days, but one example could be Grok-1, if you customize the details. https://github.com/xai-org/grok-1/blob/main/run.py
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Lossless Acceleration of LLM via Adaptive N-Gram Parallel Decoding
The HuggingFace transformers library already has support for a similar method called prompt lookup decoding that uses the existing context to generate an ngram model: https://github.com/huggingface/transformers/issues/27722
I don't think it would be that hard to switch it out for a pretrained ngram model.
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AI enthusiasm #6 - Finetune any LLM you want💡
Most of this tutorial is based on Hugging Face course about Transformers and on Niels Rogge's Transformers tutorials: make sure to check their work and give them a star on GitHub, if you please ❤️
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Schedule-Free Learning – A New Way to Train
* Superconvergence + LR range finder + Fast AI's Ranger21 optimizer was the goto optimizer for CNNs, and worked fabulously well, but on transformers, the learning rate range finder sadi 1e-3 was the best, whilst 1e-5 was better. However, the 1 cycle learning rate stuck. https://github.com/huggingface/transformers/issues/16013
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Gemma doesn't suck anymore – 8 bug fixes
Thanks! :) I'm pushing them into transformers, pytorch-gemma and collabing with the Gemma team to resolve all the issues :)
The RoPE fix should already be in transformers 4.38.2: https://github.com/huggingface/transformers/pull/29285
My main PR for transformers which fixes most of the issues (some still left): https://github.com/huggingface/transformers/pull/29402
- HuggingFace Transformers: Qwen2
- HuggingFace Transformers Release v4.36: Mixtral, Llava/BakLlava, SeamlessM4T v2
- HuggingFace: Support for the Mixtral Moe
What are some alternatives?
Telebypass_bot - telegram bot to bypasses Linkvertise links
fairseq - Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
macros.py - The hell of macros, just in python!
sentence-transformers - Multilingual Sentence & Image Embeddings with BERT
discord.py - An API wrapper for Discord written in Python.
llama - Inference code for Llama models
Microsoft365R - R SDK for interacting with Microsoft 365 APIs
transformer-pytorch - Transformer: PyTorch Implementation of "Attention Is All You Need"
searcher - Run a base query (plus optional add-ons) through ask, bing, brave, duck duck go, yahoo, and yandex.
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
pylgbst - Python library for LEGO® PoweredUp devices
huggingface_hub - The official Python client for the Huggingface Hub.