setfit
Efficient few-shot learning with Sentence Transformers (by huggingface)
motion-diffusion-model
The official PyTorch implementation of the paper "Human Motion Diffusion Model" (by GuyTevet)
setfit | motion-diffusion-model | |
---|---|---|
13 | 15 | |
1,990 | 2,841 | |
3.7% | - | |
9.2 | 5.5 | |
2 days ago | 17 days ago | |
Jupyter Notebook | Python | |
Apache License 2.0 | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
setfit
Posts with mentions or reviews of setfit.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-02-05.
- FLaNK Stack 05 Feb 2024
- Smarter Summaries with Finetuning GPT-3.5 and Chain of Density
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[Discussion] Convince me that this training set contamination is fine (or not)
It did, sorry for the hasty edits! I removed that part b/c I realized that there isn't a compelling-enough reason for me to believe that text similarity is clearly inappropriate. In fact, you can train the Pr(condition | chat) classifier I suggested above using similarity training! Use SetFit for that. In the end you'll get a classifier and a similarity model.
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Ask HN: What's the best framework for text classification (few-shot learning)?
[3] https://github.com/huggingface/setfit
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Is it worth using LLMs like GPT-3 for text classification?
There's also kinda related approaches like SetFit which calculate embeddings from pretrained transformer models then then fit a classifier on top of the embeddings. I've yet to try it but it supposedly works well with very few labelled examples.
- LLMs for Text Classification (7B parameters)
- GPT-3 vs GPT-Neo / GPT-J for startup classification
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Ideas on how to improve classification and scoring using Mean Pooled Sentence Embeddings
You could have a look at setfit.
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SetFit (Sentence Transformer Fine-tuning) - Fewshot Learning without prompts [D]
Found relevant code at https://github.com/huggingface/setfit + all code implementations here
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Most Popular AI Research Sept 2022 - Ranked Based On Total GitHub Stars
Efficient Few-Shot Learning Without Prompts https://github.com/huggingface/setfit https://arxiv.org/abs/2209.11055v1
motion-diffusion-model
Posts with mentions or reviews of motion-diffusion-model.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-10-02.
-
Human Motion Diffusion Model
Text to Motion is fascinating (and new to me). There's a video and github here :- https://youtu.be/rVkIDj5wgjs and github at https://github.com/GuyTevet/motion-diffusion-model
- Stable Diffusion links from around October 6, 2022 that I collected for further processing
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After an exhaustive search and many discoveries this week, the "Holy Grail" has finally been located!!🥳. Motion Diffusion(AI created) animation imported and retargeted at runtime in UE5. Now the real fun starts..
Here you go :D - https://github.com/GuyTevet/motion-diffusion-model
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After an exhaustive search and many discoveries this week, the "Holy Grail" we've been looking for has finally been located!!🥳. Motion Diffusion(AI created) animation imported and retargeted at runtime in UE5. Now the real fun starts..
You can find the Github repo for Motion Diffusion here - https://github.com/GuyTevet/motion-diffusion-model where we're actively working with other devs and the original author to push the code further :)
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Human Motion Diffusion using just a text prompt of "a boxer throwing an elaborate combination of punches" to Unreal Engine animation. Welcome to the future of game / content development.
Human Motion Diffusion
What are some alternatives?
When comparing setfit and motion-diffusion-model you can also consider the following projects:
iris - Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.
VToonify - [SIGGRAPH Asia 2022] VToonify: Controllable High-Resolution Portrait Video Style Transfer
whisper - Robust Speech Recognition via Large-Scale Weak Supervision
storydalle
git-re-basin - Code release for "Git Re-Basin: Merging Models modulo Permutation Symmetries"
Text2Light - [SIGGRAPH Asia 2022] Text2Light: Zero-Shot Text-Driven HDR Panorama Generation
CSL - [COLING 2022] CSL: A Large-scale Chinese Scientific Literature Dataset 中文科学文献数据集
setfit vs iris
motion-diffusion-model vs VToonify
setfit vs whisper
motion-diffusion-model vs iris
setfit vs VToonify
motion-diffusion-model vs storydalle
setfit vs git-re-basin
motion-diffusion-model vs whisper
setfit vs storydalle
motion-diffusion-model vs Text2Light
setfit vs Text2Light
motion-diffusion-model vs CSL