LongNet
unilm
| LongNet | unilm | |
|---|---|---|
| 16 | 41 | |
| 652 | 18,548 | |
| - | 2.7% | |
| 9.0 | 9.0 | |
| 4 months ago | 1 day ago | |
| Python | Python | |
| Apache License 2.0 | MIT License |
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LongNet
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Which features you wish that were added to Character Ai?
i wish they would implement this into character.ai github.com/kyegomez/LongNet
- Why AI will not replace programmers.
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LongLlama
If you want to talk immature looking, longnet wouldn't even compile. That's a big oof, considering it's a python and usually nonworking code is good enough to generate byte code. (also it has hard-coded dtype and device)
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An open model that beats ChatGPT. We're seeing a real shift towards open source models that will accelerate in the coming weeks.
When will the Open Source LLMs start using LongNet https://github.com/kyegomez/LongNet https://arxiv.org/abs/2307.02486
- GitHub - kyegomez/LongNet: Implementation of plug in and play Attention from "LongNet: Scaling Transformers to 1,000,000,000 Tokens"
unilm
- The Era of 1-Bit LLMs: Training_Tips, Code And_FAQ [pdf]
- The Era of 1-Bit LLMs: Training Tips, Code and FAQ
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The Era of 1-bit LLMs: ternary parameters for cost-effective computing
+1 On this, the real proof would have been testing both models side-by-side.
It seems that it may be published on GitHub [1] according to HuggingFace [2].
[1] https://github.com/microsoft/unilm/tree/master/bitnet
[2] https://huggingface.co/papers/2402.17764
- I'm an Old Fart and AI Makes Me Sad
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On building a semantic search engine
e5-mistral is essentially a distillation from gpt-4 to a smaller model. You can see here https://github.com/microsoft/unilm/blob/16da2f193b9c1dab0a69...
they actually have custom prompts for each dataset being tested.
Question would be, if you haven't seen the task before, what is a good prompt to prepend for your task?
IMO e5-mistral is overfit to MTEB
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Leveraging GPT-4 for PDF Data Extraction: A Comprehensive Guide
Layout LM v1, v2 and v3 models [ Github ] DocBERT [ Github ]
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Microsoft Publishes LongNet: Scaling Transformers to 1,000,000,000 Tokens
The repository is available here.
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Recommended open LLMs with image input modality?
It is missing kosmos-2. I remember its image captioning was(demo currently down) really good and it's almost as fast as llava and lavin.
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LongNet: Scaling Transformers to 1,000,000,000 Tokens
Should be this: https://github.com/microsoft/unilm/
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[R] LongNet: Scaling Transformers to 1,000,000,000 Tokens
This is from Microsoft Research (Asia). https://aka.ms/GeneralAI
What are some alternatives?
Transformer-in-Transformer - An Implementation of Transformer in Transformer in TensorFlow for image classification, attention inside local patches
transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
long_llama - LongLLaMA is a large language model capable of handling long contexts. It is based on OpenLLaMA and fine-tuned with the Focused Transformer (FoT) method.
ERNIE - Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.
PromptBroker - 🦊 The ONLY AI Prompts Broker you will ever need.
involution - [CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator
a-PyTorch-Tutorial-to-Transformers - Attention Is All You Need | a PyTorch Tutorial to Transformers
gensim - Topic Modelling for Humans
swarms - Orchestrate Swarms of Agents From Any Framework Like OpenAI, Langchain, and Etc for Real World Workflow Automation. Join our Community: https://discord.gg/DbjBMJTSWD
maelstrom - A workbench for writing toy implementations of distributed systems.
Play-Billing-v6-For-Unity - A Plugin for Unity which implements Google Play Billing Library v6.0.1 for in app products, made (mostly) by ChatGPT and GPT-4.
rasa - 💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants