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update AIDO.ModelGenerator description, remove direct dependencies fo…
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…r pypi release
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cnellington committed Dec 10, 2024
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2 changes: 1 addition & 1 deletion README.md
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Expand Up @@ -167,4 +167,4 @@ Make sure to turn off `strict_loading` to replace the adapter!
```
mgen fit --model SequenceClassification --data GUEClassification \
--model.use_legacy_adapter true
```
```
8 changes: 4 additions & 4 deletions docs/docs/index.md
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@@ -1,8 +1,10 @@
# Introduction

AIDO.ModelGenerator is an opinionated plug-and-play research framework for cross-disciplinary teams in ML & Bio.
AIDO.ModelGenerator is a software stack for adapting pretrained models and generating downstream task models in an AI-driven Digitial Organism (AIDO).
To read more about AIDO.ModelGenerator's integral role in building the world's first AI-driven Digital Organism, see [AIDO](https://github.com/genbio-ai/AIDO).

AIDO.ModelGenerator is designed to enable rapid and reproducible prototyping with four kinds of experiments in mind:
AIDO.ModelGenerator is open-sourced as an opinionated plug-and-play research framework for cross-disciplinary teams in ML & Bio.
It is designed to enable rapid and reproducible prototyping with four kinds of experiments in mind:

1. Applying pre-trained foundation models to new data
2. Developing new finetuning and inference tasks for foundation models
Expand All @@ -13,8 +15,6 @@ while also scaling with hardware and integrating with larger data pipelines or r

AIDO.ModelGenerator is built on PyTorch, HuggingFace, and Lightning, and works seamlessly with these ecosystems.

To read about how AIDO.ModelGenerator facilitates the development of an AI-driven Digital Organism, see [AIDO](https://github.com/genbio-ai/AIDO).

## Who uses AIDO.ModelGenerator?

### 🧬 Biologists
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2 changes: 1 addition & 1 deletion docs/mkdocs.yml
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site_name: AIDO.ModelGenerator
site_url: https://genbio-ai.github.io/ModelGenerator/
site_author: GenBio AI
site_description: AIDO.ModelGenerator is an opinionated plug-and-play research framework for cross-disciplinary teams in ML & Bio.
site_description: AIDO.ModelGenerator is a software stack for adapting pretrained models and generating downstream task models in an AI-driven Digitial Organism (AIDO).
copyright: All rights reserved © 2024-Present, GenBio AI

repo_name: AIDO.ModelGenerator
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8 changes: 4 additions & 4 deletions pyproject.toml
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Expand Up @@ -4,8 +4,8 @@ build-backend = "hatchling.build"

[project]
name = "modelgenerator"
version = "0.1.1-1"
description = "AIDO.ModelGenerator is an opinionated plug-and-play research framework for cross-disciplinary teams in ML & Bio"
version = "0.1.0"
description = "AIDO.ModelGenerator is a software stack for adapting pretrained models and generating downstream task models in an AI-driven Digitial Organism (AIDO)."
readme = "README.md"
authors = [
{ name = "GenBio AI" },
Expand Down Expand Up @@ -41,8 +41,8 @@ dependencies = [
"black",
"jsonargparse[signatures]>=4.26.1",
"awscli",
"openfold @ git+https://github.com/genbio-ai/openfold.git@c4aa2fd0d920c06d3fd80b177284a22573528442",
"dllogger @ git+https://github.com/NVIDIA/dllogger.git@0540a43971f4a8a16693a9de9de73c1072020769",
# "openfold @ git+https://github.com/genbio-ai/openfold.git@c4aa2fd0d920c06d3fd80b177284a22573528442",
# "dllogger @ git+https://github.com/NVIDIA/dllogger.git@0540a43971f4a8a16693a9de9de73c1072020769",
"biotite>=1.0.1",
"einops>=0.8.0",
"ml-collections>=1.0.0",
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