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3 Commits
| Author | SHA1 | Message | Date | |
|---|---|---|---|---|
Peter W. J. Staar
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cfdf4cea25
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feat: new vlm-models support (#1570)
* feat: adding new vlm-models support Signed-off-by: Peter Staar <taa@zurich.ibm.com> * fixed the transformers Signed-off-by: Peter Staar <taa@zurich.ibm.com> * got microsoft/Phi-4-multimodal-instruct to work Signed-off-by: Peter Staar <taa@zurich.ibm.com> * working on vlm's Signed-off-by: Peter Staar <taa@zurich.ibm.com> * refactoring the VLM part Signed-off-by: Peter Staar <taa@zurich.ibm.com> * all working, now serious refacgtoring necessary Signed-off-by: Peter Staar <taa@zurich.ibm.com> * refactoring the download_model Signed-off-by: Peter Staar <taa@zurich.ibm.com> * added the formulate_prompt Signed-off-by: Peter Staar <taa@zurich.ibm.com> * pixtral 12b runs via MLX and native transformers Signed-off-by: Peter Staar <taa@zurich.ibm.com> * added the VlmPredictionToken Signed-off-by: Peter Staar <taa@zurich.ibm.com> * refactoring minimal_vlm_pipeline Signed-off-by: Peter Staar <taa@zurich.ibm.com> * fixed the MyPy Signed-off-by: Peter Staar <taa@zurich.ibm.com> * added pipeline_model_specializations file Signed-off-by: Peter Staar <taa@zurich.ibm.com> * need to get Phi4 working again ... Signed-off-by: Peter Staar <taa@zurich.ibm.com> * finalising last points for vlms support Signed-off-by: Peter Staar <taa@zurich.ibm.com> * fixed the pipeline for Phi4 Signed-off-by: Peter Staar <taa@zurich.ibm.com> * streamlining all code Signed-off-by: Peter Staar <taa@zurich.ibm.com> * reformatted the code Signed-off-by: Peter Staar <taa@zurich.ibm.com> * fixing the tests Signed-off-by: Peter Staar <taa@zurich.ibm.com> * added the html backend to the VLM pipeline Signed-off-by: Peter Staar <taa@zurich.ibm.com> * fixed the static load_from_doctags Signed-off-by: Peter Staar <taa@zurich.ibm.com> * restore stable imports Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * use AutoModelForVision2Seq for Pixtral and review example (including rename) Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * remove unused value Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * refactor instances of VLM models Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * skip compare example in CI Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * use lowercase and uppercase only Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * add new minimal_vlm example and refactor pipeline_options_vlm_model for cleaner import Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * rename pipeline_vlm_model_spec Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * move more argument to options and simplify model init Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * add supported_devices Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * remove not-needed function Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * exclude minimal_vlm Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * missing file Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * add message for transformers version Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * rename to specs Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * use module import and remove MLX from non-darwin Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * remove hf_vlm_model and add extra_generation_args Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * use single HF VLM model class Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * remove torch type Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * add docs for vision models Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> --------- Signed-off-by: Peter Staar <taa@zurich.ibm.com> Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> Co-authored-by: Michele Dolfi <dol@zurich.ibm.com> |
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Michele Dolfi
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5458a88464
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ci: add coverage and ruff (#1383)
* add coverage calculation and push Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * new codecov version and usage of token Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * enable ruff formatter instead of black and isort Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * apply ruff lint fixes Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * apply ruff unsafe fixes Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * add removed imports Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * runs 1 on linter issues Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * finalize linter fixes Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * Update pyproject.toml Co-authored-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com> Signed-off-by: Michele Dolfi <97102151+dolfim-ibm@users.noreply.github.com> --------- Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> Signed-off-by: Michele Dolfi <97102151+dolfim-ibm@users.noreply.github.com> Co-authored-by: Cesar Berrospi Ramis <75900930+ceberam@users.noreply.github.com> |
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Gabe Goodhart
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c605edd8e9
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feat: OllamaVlmModel for Granite Vision 3.2 (#1337)
* build: Add ollama sdk dependency Branch: OllamaVlmModel Signed-off-by: Gabe Goodhart <ghart@us.ibm.com> * feat: Add option plumbing for OllamaVlmOptions in pipeline_options Branch: OllamaVlmModel Signed-off-by: Gabe Goodhart <ghart@us.ibm.com> * feat: Full implementation of OllamaVlmModel Branch: OllamaVlmModel Signed-off-by: Gabe Goodhart <ghart@us.ibm.com> * feat: Connect "granite_vision_ollama" pipeline option to CLI Branch: OllamaVlmModel Signed-off-by: Gabe Goodhart <ghart@us.ibm.com> * Revert "build: Add ollama sdk dependency" After consideration, we're going to use the generic OpenAI API instead of the Ollama-specific API to avoid duplicate work. This reverts commit bc6b366468cdd66b52540aac9c7d8b584ab48ad0. Signed-off-by: Gabe Goodhart <ghart@us.ibm.com> * refactor: Move OpenAI API call logic into utils.utils This will allow reuse of this logic in a generic VLM model NOTE: There is a subtle change here in the ordering of the text prompt and the image in the call to the OpenAI API. When run against Ollama, this ordering makes a big difference. If the prompt comes before the image, the result is terse and not usable whereas the prompt coming after the image works as expected and matches the non-OpenAI chat API. Branch: OllamaVlmModel Signed-off-by: Gabe Goodhart <ghart@us.ibm.com> * refactor: Refactor from Ollama SDK to generic OpenAI API Branch: OllamaVlmModel Signed-off-by: Gabe Goodhart <ghart@us.ibm.com> * fix: Linting, formatting, and bug fixes The one bug fix was in the timeout arg to openai_image_request. Otherwise, this is all style changes to get MyPy and black passing cleanly. Branch: OllamaVlmModel Signed-off-by: Gabe Goodhart <ghart@us.ibm.com> * remove model from download enum Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * generalize input args for other API providers Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * rename and refactor Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * add example Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * require flag for remote services Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * disable example from CI Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> * add examples to docs Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> --------- Signed-off-by: Gabe Goodhart <ghart@us.ibm.com> Signed-off-by: Michele Dolfi <dol@zurich.ibm.com> Co-authored-by: Michele Dolfi <dol@zurich.ibm.com> |