Add vision support to LlamaLanguageModel via mtmd - #213
Open
james-333i wants to merge 2 commits into
Open
Conversation
streamResponse consumed an inner AsyncThrowingStream whose builder ran the entire generation loop synchronously on the consuming task, so every snapshot buffered and arrived in one burst after generation finished. Yield snapshots directly from the generation loop on the streaming task, and check for task cancellation between tokens so an abandoned stream stops decoding promptly.
Image segments threw unsupportedFeature because the backend had no multimodal path, even though the prebuilt llama.cpp binaries ship the mtmd library and its helpers. Accept an mmprojPath at initialization and load the projector next to the model. When a projector is present, prompt formatting replaces each image segment with the mtmd media marker and collects payloads in order, then generation tokenizes the marker-annotated prompt with mtmd_tokenize and evaluates text and image chunks through mtmd_helper_eval_chunks before sampling continues from the resulting position. Both respond and streaming support images, and models without a projector keep rejecting image input. Adds live tests generating from an embedded test image through both paths.
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Image segments threw unsupportedFeature because the backend had no multimodal path, even though the prebuilt llama.cpp binaries ship the mtmd library. This accepts an mmprojPath at initialization, replaces image segments with the mtmd media marker during prompt formatting, and evaluates text and image chunks through mtmd_helper_eval_chunks before sampling continues. Both respond and streaming support images, and models without a projector keep rejecting image input. Stacks on #195; the squash-merge will sort out the shared commit.