👷🏽‍♀️📚🔨  Announcing the Foundation Model Development Cheatsheet!
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👷🏽‍♀️📚🔨  Announcing the Foundation Model Development Cheatsheet!
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My first 🤗Post🤗 ever to announce the release of a fantastic collaborative resource to support model developers across the full development stack: The FM Development Cheatsheet available here:  
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My first 🤗Post🤗 ever to announce the release of a fantastic collaborative resource to support model developers across the full development stack: The FM Development Cheatsheet available here:  
https://fmcheatsheet.org/
https://fmcheatsheet.org/
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The cheatsheet is a growing database of the many crucial resources coming from open research and development efforts to support the responsible development of models. This new resource highlights essential yet often underutilized tools in order to make it as easy as possible for developers to adopt best practices, covering among other aspects:
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The cheatsheet is a growing database of the many crucial resources coming from open research and development efforts to support the responsible development of models. This new resource highlights essential yet often underutilized tools in order to make it as easy as possible for developers to adopt best practices, covering among other aspects:
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🧑🏼‍🤝‍🧑🏼 data selection, curation, and governance;
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🧑🏼‍🤝‍🧑🏼 data selection, curation, and governance;
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📖 accurate and limitations-aware documentation;
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📖 accurate and limitations-aware documentation;
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⚡ energy efficiency throughout the training phase;
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⚡ energy efficiency throughout the training phase;
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📊 thorough capability assessments and risk evaluations;
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📊 thorough capability assessments and risk evaluations;
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🌏 environmentally and socially conscious deployment strategies.
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🌏 environmentally and socially conscious deployment strategies.
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We strongly encourage developers working on creating and improving models to make full use of the tools listed here, and to help keep the resource up to date by adding the resources that you yourself have developed or found useful in your own practice 🤗
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We strongly encourage developers working on creating and improving models to make full use of the tools listed here, and to help keep the resource up to date by adding the resources that you yourself have developed or found useful in your own practice 🤗
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Congrats to all the participants in this effort for the release! Read more about it from:
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Congrats to all the participants in this effort for the release! Read more about it from:
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@Shayne
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Shayne
 - 
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 - 
https://twitter.com/ShayneRedford/status/1763215814860186005
https://twitter.com/ShayneRedford/status/1763215814860186005
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@hails
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hails
 and 
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 and 
@stellaathena
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stellaathena
 - 
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 - 
https://blog.eleuther.ai/fm-dev-cheatsheet/
https://blog.eleuther.ai/fm-dev-cheatsheet/
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@alon-albalak
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alon-albalak
 - 
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 - 
http://nlp.cs.ucsb.edu/blog/a-new-guide-for-the-responsible-development-of-foundation-models.html
http://nlp.cs.ucsb.edu/blog/a-new-guide-for-the-responsible-development-of-foundation-models.html
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And also to  
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And also to  
@gabrielilharco
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gabrielilharco
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@sayashk
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sayashk
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@kklyman
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kklyman
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@kylel
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kylel
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@mbrauh
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mbrauh
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@fauxneticien
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fauxneticien
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@avi-skowron
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avi-skowron
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@Bertievidgen
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Bertievidgen
 Laura Weidinger, Arvind Narayanan, 
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 Laura Weidinger, Arvind Narayanan, 
@VictorSanh
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VictorSanh
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@Davlan
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Davlan
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@percyliang
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percyliang
 Rishi Bommasani, 
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 Rishi Bommasani, 
@breakend
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breakend
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@sasha
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sasha
 🔥
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 🔥
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👷🏽‍♀️📚🔨  Announcing the Foundation Model Development Cheatsheet!

My first 🤗Post🤗 ever to announce the release of a fantastic collaborative resource to support model developers across the full development stack: The FM Development Cheatsheet available here:  https://fmcheatsheet.org/

The cheatsheet is a growing database of the many crucial resources coming from open research and development efforts to support the responsible development of models. This new resource highlights essential yet often underutilized tools in order to make it as easy as possible for developers to adopt best practices, covering among other aspects:
🧑🏼‍🤝‍🧑🏼 data selection, curation, and governance;
📖 accurate and limitations-aware documentation;
⚡ energy efficiency throughout the training phase;
📊 thorough capability assessments and risk evaluations;
🌏 environmentally and socially conscious deployment strategies.

We strongly encourage developers working on creating and improving models to make full use of the tools listed here, and to help keep the resource up to date by adding the resources that you yourself have developed or found useful in your own practice 🤗

Congrats to all the participants in this effort for the release! Read more about it from:
@Shayne - https://twitter.com/ShayneRedford/status/1763215814860186005
@hails and @stellaathena - https://blog.eleuther.ai/fm-dev-cheatsheet/
@alon-albalak - http://nlp.cs.ucsb.edu/blog/a-new-guide-for-the-responsible-development-of-foundation-models.html

And also to  @gabrielilharco @sayashk @kklyman @kylel @mbrauh @fauxneticien @avi-skowron @Bertievidgen Laura Weidinger, Arvind Narayanan, @VictorSanh @Davlan @percyliang Rishi Bommasani, @breakend @sasha 🔥

❤️
VictorSanh hails mohammedbriman Shayne kklyman pietrolesci osanseviero sayhan poliva loubnabnl yongzx evdcush alon-albalak boapps mbrauh Epiculous BrigitteTousi mathiasn1 sasha de-Rodrigo alielfilali01
🤗
hails mohammedbriman Shayne kklyman mvaloatto osanseviero evdcush alon-albalak Epiculous BrigitteTousi
🤯
VictorSanh Epiculous BrigitteTousi
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