content.raw: 👷🏽‍♀️📚🔨  Announcing the Foundation Model Development Cheatsheet!
content.type: text
content.value: 👷🏽‍♀️📚🔨  Announcing the Foundation Model Development Cheatsheet!
content.type: new_line
content.type: new_line
content.raw: 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:  
content.type: text
content.value: 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:  
content.href: https://fmcheatsheet.org/
content.raw: https://fmcheatsheet.org/
content.type: link
content.type: new_line
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content.raw: 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:
content.type: text
content.value: 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:
content.type: new_line
content.raw: 🧑🏼‍🤝‍🧑🏼 data selection, curation, and governance;
content.type: text
content.value: 🧑🏼‍🤝‍🧑🏼 data selection, curation, and governance;
content.type: new_line
content.raw: 📖 accurate and limitations-aware documentation;
content.type: text
content.value: 📖 accurate and limitations-aware documentation;
content.type: new_line
content.raw: ⚡ energy efficiency throughout the training phase;
content.type: text
content.value: ⚡ energy efficiency throughout the training phase;
content.type: new_line
content.raw: 📊 thorough capability assessments and risk evaluations;
content.type: text
content.value: 📊 thorough capability assessments and risk evaluations;
content.type: new_line
content.raw: 🌏 environmentally and socially conscious deployment strategies.
content.type: text
content.value: 🌏 environmentally and socially conscious deployment strategies.
content.type: new_line
content.type: new_line
content.raw: 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 🤗
content.type: text
content.value: 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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content.type: new_line
content.raw: Congrats to all the participants in this effort for the release! Read more about it from:
content.type: text
content.value: Congrats to all the participants in this effort for the release! Read more about it from:
content.type: new_line
content.raw: @Shayne
content.type: mention
content.user: Shayne
content.raw:  - 
content.type: text
content.value:  - 
content.href: https://twitter.com/ShayneRedford/status/1763215814860186005
content.raw: https://twitter.com/ShayneRedford/status/1763215814860186005
content.type: link
content.type: new_line
content.raw: @hails
content.type: mention
content.user: hails
content.raw:  and 
content.type: text
content.value:  and 
content.raw: @stellaathena
content.type: mention
content.user: stellaathena
content.raw:  - 
content.type: text
content.value:  - 
content.href: https://blog.eleuther.ai/fm-dev-cheatsheet/
content.raw: https://blog.eleuther.ai/fm-dev-cheatsheet/
content.type: link
content.type: new_line
content.raw: @alon-albalak
content.type: mention
content.user: alon-albalak
content.raw:  - 
content.type: text
content.value:  - 
content.href: http://nlp.cs.ucsb.edu/blog/a-new-guide-for-the-responsible-development-of-foundation-models.html
content.raw: http://nlp.cs.ucsb.edu/blog/a-new-guide-for-the-responsible-development-of-foundation-models.html
content.type: link
content.type: new_line
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content.raw: And also to  
content.type: text
content.value: And also to  
content.raw: @gabrielilharco
content.type: mention
content.user: gabrielilharco
content.type: text
content.raw: @sayashk
content.type: mention
content.user: sayashk
content.type: text
content.raw: @kklyman
content.type: mention
content.user: kklyman
content.type: text
content.raw: @kylel
content.type: mention
content.user: kylel
content.type: text
content.raw: @mbrauh
content.type: mention
content.user: mbrauh
content.type: text
content.raw: @fauxneticien
content.type: mention
content.user: fauxneticien
content.type: text
content.raw: @avi-skowron
content.type: mention
content.user: avi-skowron
content.type: text
content.raw: @Bertievidgen
content.type: mention
content.user: Bertievidgen
content.raw:  Laura Weidinger, Arvind Narayanan, 
content.type: text
content.value:  Laura Weidinger, Arvind Narayanan, 
content.raw: @VictorSanh
content.type: mention
content.user: VictorSanh
content.type: text
content.raw: @Davlan
content.type: mention
content.user: Davlan
content.type: text
content.raw: @percyliang
content.type: mention
content.user: percyliang
content.raw:  Rishi Bommasani, 
content.type: text
content.value:  Rishi Bommasani, 
content.raw: @breakend
content.type: mention
content.user: breakend
content.type: text
content.raw: @sasha
content.type: mention
content.user: sasha
content.raw:  🔥
content.type: text
content.value:  🔥
content.type: new_line
rawContent: 👷🏽‍♀️📚🔨  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 🔥
  
reactions.reaction: ❤️
reactions.users: VictorSanh hails mohammedbriman Shayne kklyman pietrolesci osanseviero sayhan poliva loubnabnl yongzx evdcush alon-albalak boapps mbrauh Epiculous BrigitteTousi mathiasn1 sasha de-Rodrigo alielfilali01
reactions.reaction: 🤗
reactions.users: hails mohammedbriman Shayne kklyman mvaloatto osanseviero evdcush alon-albalak Epiculous BrigitteTousi
reactions.reaction: 🤯
reactions.users: VictorSanh Epiculous BrigitteTousi
reactions.reaction: 👍
reactions.users: MexIvanov q-allen
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commentators.fullname: Epiculous
commentators.name: Epiculous
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