feat(transformers): support also text generation #1630
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Signed-off-by: Ettore Di Giacinto <[email protected]>
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….0@b689c91 by renovate (#17756) This PR contains the following updates: | Package | Update | Change | |---|---|---| | [docker.io/localai/localai](https://togithub.com/mudler/LocalAI) | minor | `v2.6.1` -> `v2.7.0` | --- > [!WARNING] > Some dependencies could not be looked up. Check the Dependency Dashboard for more information. --- ### Release Notes <details> <summary>mudler/LocalAI (docker.io/localai/localai)</summary> ### [`v2.7.0`](https://togithub.com/mudler/LocalAI/releases/tag/v2.7.0) [Compare Source](https://togithub.com/mudler/LocalAI/compare/v2.6.1...v2.7.0) <!-- Release notes generated using configuration in .github/release.yml at master --> This release adds support to the transformer backend for LLM as well! For now instance you can run codellama-7b with transformers with: docker run -ti -p 8080:8080 --gpus all localai/localai:v2.7.0-cublas-cuda12 codellama-7b In the quickstart there are more examples available https://localai.io/basics/getting_started/#running-models. Note: As llama.cpp is ongoing with changes that could possible cause breakage, this release does not includes changes from [ggerganov/llama.cpp#5138 (the future versions will). #### What's Changed ##### Bug fixes 🐛 - fix(paths): automatically create paths by [@​mudler](https://togithub.com/mudler) in [mudler/LocalAI#1650 ##### Exciting New Features 🎉 - feat(transformers): support also text generation by [@​mudler](https://togithub.com/mudler) in [mudler/LocalAI#1630 - transformers: correctly load automodels by [@​mudler](https://togithub.com/mudler) in [mudler/LocalAI#1643 - feat(startup): fetch model definition remotely by [@​mudler](https://togithub.com/mudler) in [mudler/LocalAI#1654 ##### 👒 Dependencies - ⬆️ Update ggerganov/llama.cpp by [@​localai-bot](https://togithub.com/localai-bot) in [mudler/LocalAI#1642 - ⬆️ Update ggerganov/llama.cpp by [@​localai-bot](https://togithub.com/localai-bot) in [mudler/LocalAI#1644 - ⬆️ Update ggerganov/llama.cpp by [@​localai-bot](https://togithub.com/localai-bot) in [mudler/LocalAI#1652 - ⬆️ Update ggerganov/llama.cpp by [@​localai-bot](https://togithub.com/localai-bot) in [mudler/LocalAI#1655 ##### Other Changes - ⬆️ Update ggerganov/llama.cpp by [@​localai-bot](https://togithub.com/localai-bot) in [mudler/LocalAI#1632 - ⬆️ Update docs version mudler/LocalAI by [@​localai-bot](https://togithub.com/localai-bot) in [mudler/LocalAI#1631 **Full Changelog**: mudler/LocalAI@v2.6.1...v2.6.2 </details> --- ### Configuration 📅 **Schedule**: Branch creation - "before 10pm on monday" in timezone Europe/Amsterdam, Automerge - At any time (no schedule defined). 🚦 **Automerge**: Enabled. ♻ **Rebasing**: Whenever PR becomes conflicted, or you tick the rebase/retry checkbox. 🔕 **Ignore**: Close this PR and you won't be reminded about this update again. --- - [ ] <!-- rebase-check -->If you want to rebase/retry this PR, check this box --- This PR has been generated by [Renovate Bot](https://togithub.com/renovatebot/renovate). <!--renovate-debug:eyJjcmVhdGVkSW5WZXIiOiIzNy4xNTYuNCIsInVwZGF0ZWRJblZlciI6IjM3LjE1Ni40IiwidGFyZ2V0QnJhbmNoIjoibWFzdGVyIn0=-->
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….0@b689c91 by renovate (truecharts#17756) This PR contains the following updates: | Package | Update | Change | |---|---|---| | [docker.io/localai/localai](https://togithub.com/mudler/LocalAI) | minor | `v2.6.1` -> `v2.7.0` | --- > [!WARNING] > Some dependencies could not be looked up. Check the Dependency Dashboard for more information. --- ### Release Notes <details> <summary>mudler/LocalAI (docker.io/localai/localai)</summary> ### [`v2.7.0`](https://togithub.com/mudler/LocalAI/releases/tag/v2.7.0) [Compare Source](https://togithub.com/mudler/LocalAI/compare/v2.6.1...v2.7.0) <!-- Release notes generated using configuration in .github/release.yml at master --> This release adds support to the transformer backend for LLM as well! For now instance you can run codellama-7b with transformers with: docker run -ti -p 8080:8080 --gpus all localai/localai:v2.7.0-cublas-cuda12 codellama-7b In the quickstart there are more examples available https://localai.io/basics/getting_started/#running-models. Note: As llama.cpp is ongoing with changes that could possible cause breakage, this release does not includes changes from [ggerganov/llama.cpp#5138 (the future versions will). #### What's Changed ##### Bug fixes 🐛 - fix(paths): automatically create paths by [@&truecharts#8203;mudler](https://togithub.com/mudler) in [mudler/LocalAI#1650 ##### Exciting New Features 🎉 - feat(transformers): support also text generation by [@&truecharts#8203;mudler](https://togithub.com/mudler) in [mudler/LocalAI#1630 - transformers: correctly load automodels by [@&truecharts#8203;mudler](https://togithub.com/mudler) in [mudler/LocalAI#1643 - feat(startup): fetch model definition remotely by [@&truecharts#8203;mudler](https://togithub.com/mudler) in [mudler/LocalAI#1654 ##### 👒 Dependencies - ⬆️ Update ggerganov/llama.cpp by [@&truecharts#8203;localai-bot](https://togithub.com/localai-bot) in [mudler/LocalAI#1642 - ⬆️ Update ggerganov/llama.cpp by [@&truecharts#8203;localai-bot](https://togithub.com/localai-bot) in [mudler/LocalAI#1644 - ⬆️ Update ggerganov/llama.cpp by [@&truecharts#8203;localai-bot](https://togithub.com/localai-bot) in [mudler/LocalAI#1652 - ⬆️ Update ggerganov/llama.cpp by [@&truecharts#8203;localai-bot](https://togithub.com/localai-bot) in [mudler/LocalAI#1655 ##### Other Changes - ⬆️ Update ggerganov/llama.cpp by [@&truecharts#8203;localai-bot](https://togithub.com/localai-bot) in [mudler/LocalAI#1632 - ⬆️ Update docs version mudler/LocalAI by [@&truecharts#8203;localai-bot](https://togithub.com/localai-bot) in [mudler/LocalAI#1631 **Full Changelog**: mudler/LocalAI@v2.6.1...v2.6.2 </details> --- ### Configuration 📅 **Schedule**: Branch creation - "before 10pm on monday" in timezone Europe/Amsterdam, Automerge - At any time (no schedule defined). 🚦 **Automerge**: Enabled. ♻ **Rebasing**: Whenever PR becomes conflicted, or you tick the rebase/retry checkbox. 🔕 **Ignore**: Close this PR and you won't be reminded about this update again. --- - [ ] <!-- rebase-check -->If you want to rebase/retry this PR, check this box --- This PR has been generated by [Renovate Bot](https://togithub.com/renovatebot/renovate). <!--renovate-debug:eyJjcmVhdGVkSW5WZXIiOiIzNy4xNTYuNCIsInVwZGF0ZWRJblZlciI6IjM3LjE1Ni40IiwidGFyZ2V0QnJhbmNoIjoibWFzdGVyIn0=-->
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Description
Related to #1126. Up to now this backend was only supporting embeddings.
this PR adds text generation support also with transformers AutoModel/AutoTokenizer.
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