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model : Add LFM2.5-ColBERT-350M and LFM2.5-Embedding-350M#24913

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ggerganov merged 2 commits into
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tdakhran:tarek/feat/lfm25-colbert-350m
Jun 24, 2026
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model : Add LFM2.5-ColBERT-350M and LFM2.5-Embedding-350M#24913
ggerganov merged 2 commits into
ggml-org:masterfrom
tdakhran:tarek/feat/lfm25-colbert-350m

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@tdakhran

@tdakhran tdakhran commented Jun 22, 2026

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Overview

Add support for Liquid AI embedding models

PR supersedes #24782.

Additional information

Current GGUFs are generated from #24782, updated GGUFs will be uploaded after the merge.

Updated GGUFs and usage instructions are in

Caches are still used, but the performance impact and memory footprint are negligible. Rework to no-cache mode will be done in a future PR once https://github.com/ggml-org/llama.cpp/blob/master/src/llama-context.cpp#L1401 is addressed.

Requirements

Comment thread README.md
@CISC CISC added the merge ready A maintainer can use this label to indicate that they consider the changes final and ready to merge. label Jun 23, 2026
@ggerganov ggerganov merged commit 88636e1 into ggml-org:master Jun 24, 2026
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@tdakhran tdakhran deleted the tarek/feat/lfm25-colbert-350m branch June 24, 2026 13:00
Geminihaha pushed a commit to Geminihaha/llama.cpp that referenced this pull request Jun 25, 2026
…4913)

* model : Add LFM2.5-ColBERT-350M and LFM2.5-Embedding-350M

* Restore LFM2 models in README.md
papamoose pushed a commit to papamoose/llama.cpp that referenced this pull request Jun 27, 2026
…4913)

* model : Add LFM2.5-ColBERT-350M and LFM2.5-Embedding-350M

* Restore LFM2 models in README.md
adrianhoehne pushed a commit to adrianhoehne/llama.cpp that referenced this pull request Jul 5, 2026
…4913)

* model : Add LFM2.5-ColBERT-350M and LFM2.5-Embedding-350M

* Restore LFM2 models in README.md
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3 participants