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Hi, I find that there are emerging works in the field of NLP on **Mixture of experts** based models, such as Switch Transformers from Google. However, I do not find such mixture of expert models in hu…
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https://colab.research.google.com/github/ageron/handson-ml2/blob/master/09_unsupervised_learning.ipynb#scrollTo=iBdY4mAzvkHa
The code mismatches label predicted using unsupervised learning resultin…
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Mixture models have been broken since 3020dbc with no errors triggered by the CI.
There are some tests for parsing composite models [here](https://github.com/SasView/sasmodels/blob/462a07ed6413ea73…
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Request for project inclusion in scikit-learn-contrib
* Project name: t-Student-Mixture-Models
* Project description: package which enables one to learn t-Student Mixture Models (diagonal, spheri…
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See https://forum.pyro.ai/t/variational-inference-for-dirichlet-process-clustering/98 for extended discussion .
It would be nice to make this work with data subsampling.
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**Is your feature request related to a current problem? Please describe.**
When using a mixture of local and global models, the user needs to distinguish the model types.
Here's a list of pract…
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## Problem
In a Mixture of Experts (MoE) LLM, the gating network outputs a categorical distribution of $n$ values (chosen from $n_{max}$), which is then used to create a convex combination of the $n$…
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クラスタリングは、適切な特徴量を採用することが性能に直結する。NNでクラスタリングを行う場合、NNは元データの空間から表現空間への写像として用いられた。NNによって、表現空間へデータを写し、この表現空間内でクラスタリングを実行する。既存手法は、このように距離学習とクラスタリングを別個に実行するため、得られた表現がクラスタリング手法に適していない可能性があった。
この研究ではメタ学習により、N…
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(AI_Scientist) root@intern-studio-50102651:~/AI-Scientist# python launch_scientist.py --model "gpt-4o-2024-05-13" --experiment nanoGPT --num-ideas 1
Using GPUs: [0]
Using OpenAI API with model gpt-4…
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In order to apply LLM2Vec to DictaLM we need:
- [ ] Identify base model - https://huggingface.co/collections/dicta-il/dicta-lm-20-collection-661bbda397df671e4a430c27
- [ ] Prepare dataset for MNTP…