Skip to content

feat: LFM2.5 text-embedding & ColBERT (MLX/XNNPACK) with prompts and multi-vector output #1269

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
NorbertKlockiewicz merged 15 commits into from
Jun 24, 2026
Merged

feat: LFM2.5 text-embedding & ColBERT (MLX/XNNPACK) with prompts and multi-vector output #1269

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
15 commits
Select commit Hold shift + click to select a range
50e80e1
feat: LFM2.5 text-embedding + ColBERT (MLX/XNNPACK) with prompts & Ma…
NorbertKlockiewicz Jun 22, 2026
b2e7e78
fix: address review on text-embeddings/ColBERT
NorbertKlockiewicz Jun 22, 2026
cf74973
refactor: make useTextEmbeddings.forward non-breaking
NorbertKlockiewicz Jun 22, 2026
e12fb03
refactor: move skiplist to model config, MaxSim scoring to app
NorbertKlockiewicz Jun 22, 2026
d551b5f
refactor(example): merge ColBERT search into text embeddings screen
NorbertKlockiewicz Jun 22, 2026
b911530
refactor: drop empty BaseEmbeddings layer, rename skipList, trim comm…
NorbertKlockiewicz Jun 22, 2026
9691184
refactor: extract TextEmbeddings::buildResult, validate output rank
NorbertKlockiewicz Jun 22, 2026
8e494c4
refactor: dedup LFM model configs, drop deleted util export, trim com…
NorbertKlockiewicz Jun 23, 2026
c8e7769
docs: document text embeddings prompts, multi-vector & ColBERT MaxSim
NorbertKlockiewicz Jun 23, 2026
a593082
docs: align TextEmbeddingsModule JSDoc with LLMModule convention
NorbertKlockiewicz Jun 23, 2026
f470d20
test: assert EmbeddingResult metadata + tokenIds; clarify role JSDoc
NorbertKlockiewicz Jun 23, 2026
ad94616
Merge branch 'main' into @nk/lfm-embedding-mlx-xnnpack
NorbertKlockiewicz Jun 23, 2026
93ee698
fix: remove ===
NorbertKlockiewicz Jun 23, 2026
34e4c09
docs: list new model-config fields + correct forward return type
NorbertKlockiewicz Jun 23, 2026
e3ab741
address review: expose maxSim/dotProduct helpers, move colbert constants
NorbertKlockiewicz Jun 24, 2026
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
1 change: 1 addition & 0 deletions .cspell-wordlist.txt
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -215,3 +215,4 @@ MATEUSZ
BLAZEFACE
Blazeface
blazeface
nums
2 changes: 1 addition & 1 deletion apps/text-embeddings/app/clip-embeddings/index.tsx
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -17,6 +17,7 @@ import {
useTextEmbeddings,
useImageEmbeddings,
ImageEmbeddingsProps,
dotProduct,
} from 'react-native-executorch';

type ImageEmbeddingModel = ImageEmbeddingsProps['model'];
Expand All @@ -35,7 +36,6 @@ const IMAGE_MODELS: { label: string; value: ImageEmbeddingModel }[] = [
];
import { launchImageLibrary } from 'react-native-image-picker';
import { useIsFocused } from 'expo-router';
import { dotProduct } from '../../utils/math';
import { ModelPicker } from '../../components/ModelPicker';

const DEFAULT_LABELS = [
Expand Down
Loading
Loading