sqlitestudio
transformers
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sqlitestudio | transformers | |
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41 | 175 | |
4,213 | 125,021 | |
- | 3.1% | |
9.0 | 10.0 | |
4 days ago | 1 day ago | |
C | Python | |
GNU General Public License v3.0 or later | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
sqlitestudio
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C# program not able to open or connect to an encrypted SQLite Database
DB4S provides only one algorithm based on official SQLite cipher. You can encrypt your database with another in SQLiteStudio or sqlite-gui (I'm an author). Both applications use SQLite3 Multiple Ciphers-library.
- Lightweight SQLite Editor for Windows
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What if Joplin disappears?
SQLiteStudio is my favourite - https://sqlitestudio.pl/
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SQLite interface(s) for creating complex queries with a table that has 68 million rows?
The most popular apps areDB4S and SQLiteStudio. If you are planning to run long time queries, then you might encounter with problems by running them in parallel in these tools. To run several queries in a real parallel mode you can use Navicat for SQLite or my sqlite-gui.
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Utility to create a database for TTRPG content entries?
If you are up to learn SQL queries, I would suggest using SQLite. It stores all information in a single file. You even can use https://sqlitestudio.pl solution so it can be a little more visual.
- Is there a way to update sqlite3 version within python? (windows)
- Python projects with best practices on Github?
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No/Low Code sqlite Front End GUI/Forms
DB Browser for SQLite and SQLiteStudio both exists, not sure if this is what you are looking for.
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I just want to edit. Which tool should I use?
Perhaps the simplest, for your case, would be a tool made specifically for SQLite, such as SQLite Studio.
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Is there a way to backup the cookies and site data exceptions list?
They're database files that you can inspect with a program like DB Browser or SQLiteStudio. You should be able to import permissions.sqlite to different Firefox profiles by just copying it to the right profile directory.
transformers
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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
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Paris-Based Startup and OpenAI Competitor Mistral AI Valued at $2B
If you want to tinker with the architecture Hugging Face has a FOSS implementation in transformers: https://github.com/huggingface/transformers/blob/main/src/tr...
If you want to reproduce the training pipeline, you couldn't do that even if you wanted to because you don't have access to thousands of A100s.
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Fail to reproduce the same evaluation metrics score during inference.
I am aware that using mixed precision reduces the stability of weight and there will be little consistency but don't expect it to be this much. I have attached the graph of evaluation metrics. If someone can give me some insight into this issue, that would be great.
What are some alternatives?
sqlitebrowser - Official home of the DB Browser for SQLite (DB4S) project. Previously known as "SQLite Database Browser" and "Database Browser for SQLite". Website at:
fairseq - Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
Sequel-Ace - MySQL/MariaDB database management for macOS
sentence-transformers - Multilingual Sentence & Image Embeddings with BERT
beekeeper-studio - Modern and easy to use SQL client for MySQL, Postgres, SQLite, SQL Server, and more. Linux, MacOS, and Windows.
llama - Inference code for Llama models
sqlite-gui - Lightweight SQLite editor for Windows
transformer-pytorch - Transformer: PyTorch Implementation of "Attention Is All You Need"
dbgate - Database manager for MySQL, PostgreSQL, SQL Server, MongoDB, SQLite and others. Runs under Windows, Linux, Mac or as web application
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
sqlite - A simple sqlite3 library for Haskell
huggingface_hub - The official Python client for the Huggingface Hub.