[GH-ISSUE #4510] Would it be possible for Ollama to support re-rank models? #28587

New Issue

GiteaMirror · 2026-04-22T06:58:07-05:00

GiteaMirror commented

2026-04-22 06:58:07 -05:00

Originally created by @lyfuci on GitHub (May 18, 2024).
Original GitHub issue: https://github.com/ollama/ollama/issues/4510

I am using Ollama for my projects and it's been great. However, when using some AI app platform, like dify, build RAG app, rerank is nessesary. It's possible for Ollama to support rerank models.

Originally created by @lyfuci on GitHub (May 18, 2024). Original GitHub issue: https://github.com/ollama/ollama/issues/4510 I am using Ollama for my projects and it's been great. However, when using some AI app platform, like dify, build RAG app, rerank is nessesary. It's possible for Ollama to support rerank models.

GiteaMirror added the feature request label 2026-04-22 06:58:07 -05:00

GiteaMirror closed this issue

2026-04-22 06:58:08 -05:00

GiteaMirror commented

2026-04-22 06:58:10 -05:00

@igorschlum commented on GitHub (May 18, 2024):

@lyfuci Ollama only support OpenSource models. Before adding a model to Ollama, it is often available on Hunging Face.

@igorschlum commented on GitHub (May 18, 2024): @lyfuci Ollama only support OpenSource models. Before adding a model to Ollama, it is often available on Hunging Face.

GiteaMirror commented

2026-04-22 06:58:12 -05:00

@lyfuci commented on GitHub (May 18, 2024):

@igorschlum sorry, just set a typo, reranker->rerank. reranker model means a model input some sentences and a query, output a list of similarity.
There is some reranker model on Hugging Face, like bge-reranker-v2-m3,jina-reranker-v1-base-en etc.

@lyfuci commented on GitHub (May 18, 2024): @igorschlum sorry, just set a typo, reranker->rerank. reranker model means a model input some sentences and a query, output a list of similarity. There is some reranker model on Hugging Face, like [bge-reranker-v2-m3](https://huggingface.co/BAAI/bge-reranker-v2-m3),[jina-reranker-v1-base-en](https://jina.ai/reranker/) etc.

GiteaMirror commented

2026-04-22 06:58:14 -05:00

@ah3243 commented on GitHub (Jun 1, 2024):

just to bump this, i agree, I had to switch from ollama to transformers library when doing rag to use a reranker. Also maybe a wider range of embedding models in general or some whay to search for or filter them. I found that bge embeddings like m3 or large outperformed the largest embedding model currently on ollama: mxbai-embed-large.

@ah3243 commented on GitHub (Jun 1, 2024): just to bump this, i agree, I had to switch from ollama to transformers library when doing rag to use a reranker. Also maybe a wider range of embedding models in general or some whay to search for or filter them. I found that bge embeddings like m3 or large outperformed the largest embedding model currently on ollama: mxbai-embed-large.

GiteaMirror commented

2026-04-22 06:58:15 -05:00

@edisonzf2020 commented on GitHub (Jun 5, 2024):

+1

@edisonzf2020 commented on GitHub (Jun 5, 2024): +1

GiteaMirror commented

2026-04-22 06:58:16 -05:00

@jerryandjune commented on GitHub (Jun 12, 2024):

+1

@jerryandjune commented on GitHub (Jun 12, 2024): +1

GiteaMirror commented

2026-04-22 06:58:17 -05:00

@yushengliao commented on GitHub (Jun 12, 2024):

+1

@yushengliao commented on GitHub (Jun 12, 2024): +1

GiteaMirror commented

2026-04-22 06:58:17 -05:00

@valckmir commented on GitHub (Jun 14, 2024):

Please, add reranking models to Ollama. 🥺

@valckmir commented on GitHub (Jun 14, 2024): Please, add reranking models to Ollama. 🥺

GiteaMirror commented

2026-04-22 06:58:18 -05:00

@fff196 commented on GitHub (Jun 28, 2024):

+1

@fff196 commented on GitHub (Jun 28, 2024): +1

GiteaMirror commented

2026-04-22 06:58:18 -05:00

@rjmalagon commented on GitHub (Jun 29, 2024):

rerank and colbert would be wonderful, compliment embedding nicely on RAG.
Good open models exist
https://huggingface.co/mixedbread-ai/mxbai-rerank-large-v1
https://huggingface.co/mixedbread-ai/mxbai-colbert-large-v1
Does llama.cpp support this?

@rjmalagon commented on GitHub (Jun 29, 2024): rerank and colbert would be wonderful, compliment embedding nicely on RAG. Good open models exist https://huggingface.co/mixedbread-ai/mxbai-rerank-large-v1 https://huggingface.co/mixedbread-ai/mxbai-colbert-large-v1 Does llama.cpp support this?

GiteaMirror commented

2026-04-22 06:58:19 -05:00

@rjmalagon commented on GitHub (Jun 29, 2024):

I bring this as an idea on llama.cpp discussions.
https://github.com/ggerganov/llama.cpp/discussions/8216

@rjmalagon commented on GitHub (Jun 29, 2024): I bring this as an idea on llama.cpp discussions. https://github.com/ggerganov/llama.cpp/discussions/8216

GiteaMirror commented

2026-04-22 06:58:19 -05:00

@lucasdengcn commented on GitHub (Jul 10, 2024):

+1

@lucasdengcn commented on GitHub (Jul 10, 2024): +1

GiteaMirror commented

2026-04-22 06:58:20 -05:00

@queentrapwatchout commented on GitHub (Jul 10, 2024):

+1

@queentrapwatchout commented on GitHub (Jul 10, 2024): +1

GiteaMirror commented

2026-04-22 06:58:22 -05:00

@akan commented on GitHub (Jul 30, 2024):

+1

@akan commented on GitHub (Jul 30, 2024): +1

GiteaMirror commented

2026-04-22 06:58:23 -05:00

@hongliangdu commented on GitHub (Jul 30, 2024):

+1

@hongliangdu commented on GitHub (Jul 30, 2024): +1

GiteaMirror commented

2026-04-22 06:58:23 -05:00

@springrain commented on GitHub (Aug 20, 2024):

+1

@springrain commented on GitHub (Aug 20, 2024): +1

GiteaMirror commented

2026-04-22 06:58:24 -05:00

@Zakinator123 commented on GitHub (Aug 20, 2024):

+1

@Zakinator123 commented on GitHub (Aug 20, 2024): +1

GiteaMirror commented

2026-04-22 06:58:25 -05:00

@jmorganca commented on GitHub (Sep 2, 2024):

Merging with https://github.com/ollama/ollama/issues/3368

@jmorganca commented on GitHub (Sep 2, 2024): Merging with https://github.com/ollama/ollama/issues/3368

GiteaMirror commented

2026-04-22 06:58:26 -05:00

@netandreus commented on GitHub (Nov 29, 2024):

+1 We need this.

@netandreus commented on GitHub (Nov 29, 2024): +1 We need this.

GiteaMirror commented

2026-04-22 06:58:27 -05:00

@Kraego commented on GitHub (Dec 4, 2024):

+1

@Kraego commented on GitHub (Dec 4, 2024): +1

GiteaMirror commented

2026-04-22 06:58:28 -05:00

@bruno-oliveira commented on GitHub (Dec 5, 2024):

Any updates on this?

@bruno-oliveira commented on GitHub (Dec 5, 2024): Any updates on this?

GiteaMirror commented

2026-04-22 06:58:29 -05:00

@cope commented on GitHub (Dec 6, 2024):

Check #3749

Also: https://ollama.com/search?q=rerank

@cope commented on GitHub (Dec 6, 2024): Check #3749 Also: https://ollama.com/search?q=rerank

GiteaMirror commented

2026-04-22 06:58:30 -05:00

@netandreus commented on GitHub (Dec 12, 2024):

Unfortunatelly, this models cant work without API support from Ollama.

@netandreus commented on GitHub (Dec 12, 2024): Unfortunatelly, this models cant work without API support from Ollama.

GiteaMirror commented

2026-04-22 06:58:31 -05:00

@brightleo commented on GitHub (Dec 14, 2024):

Will Ollama support it in the future? We need support for the renank model.

@brightleo commented on GitHub (Dec 14, 2024): Will Ollama support it in the future? We need support for the renank model.

GiteaMirror commented

2026-04-22 06:58:32 -05:00

@Crimson-Hawk-1 commented on GitHub (Jan 7, 2025):

WE NEED rerank MODEL SUPPORT ASAP!!! PLEASE!!!!!!!!!

@Crimson-Hawk-1 commented on GitHub (Jan 7, 2025): WE NEED rerank MODEL SUPPORT ASAP!!! PLEASE!!!!!!!!!

GiteaMirror commented

2026-04-22 06:58:33 -05:00

@Rakhsan commented on GitHub (Jan 20, 2025):

HEll yeah pls do the thing. I need rerank models ASAP!

@Rakhsan commented on GitHub (Jan 20, 2025): HEll yeah pls do the thing. I need rerank models ASAP!

GiteaMirror commented

2026-04-22 06:58:34 -05:00

@Yak0vkaSup commented on GitHub (Feb 4, 2025):

+1

@Yak0vkaSup commented on GitHub (Feb 4, 2025): +1

GiteaMirror commented

2026-04-22 06:58:35 -05:00

@alekhed commented on GitHub (Feb 4, 2025):

+1

@alekhed commented on GitHub (Feb 4, 2025): +1

GiteaMirror commented

2026-04-22 06:58:35 -05:00

@Frank995 commented on GitHub (Feb 10, 2025):

+1

@Frank995 commented on GitHub (Feb 10, 2025): +1

GiteaMirror commented

2026-04-22 06:58:36 -05:00

@StanleyMXY commented on GitHub (Feb 11, 2025):

+1

@StanleyMXY commented on GitHub (Feb 11, 2025): +1

GiteaMirror commented

2026-04-22 06:58:37 -05:00

@adrianwysocki1993 commented on GitHub (Feb 11, 2025):

+1

@adrianwysocki1993 commented on GitHub (Feb 11, 2025): +1

GiteaMirror commented

2026-04-22 06:58:37 -05:00

@Leon371 commented on GitHub (Feb 12, 2025):

+1

@Leon371 commented on GitHub (Feb 12, 2025): +1

GiteaMirror commented

2026-04-22 06:58:38 -05:00

@virdb commented on GitHub (Feb 12, 2025):

+1

@virdb commented on GitHub (Feb 12, 2025): +1

GiteaMirror commented

2026-04-22 06:58:39 -05:00

@like-a-bause commented on GitHub (Feb 12, 2025):

+1

@like-a-bause commented on GitHub (Feb 12, 2025): +1

GiteaMirror commented

2026-04-22 06:58:39 -05:00

@torcoste commented on GitHub (Feb 12, 2025):

+1

@torcoste commented on GitHub (Feb 12, 2025): +1

GiteaMirror commented

2026-04-22 06:58:40 -05:00

@netandreus commented on GitHub (Feb 13, 2025):

+1

@netandreus commented on GitHub (Feb 13, 2025): +1

GiteaMirror commented

2026-04-22 06:58:41 -05:00

@ytfrdfiw commented on GitHub (Feb 15, 2025):

+1

@ytfrdfiw commented on GitHub (Feb 15, 2025): +1

GiteaMirror commented

2026-04-22 06:58:41 -05:00

@fernvenue commented on GitHub (Feb 16, 2025):

+1

@fernvenue commented on GitHub (Feb 16, 2025): +1

GiteaMirror commented

2026-04-22 06:58:42 -05:00

@rowstop commented on GitHub (Feb 19, 2025):

+1

@rowstop commented on GitHub (Feb 19, 2025): +1

GiteaMirror commented

2026-04-22 06:58:43 -05:00

@Doc-Robert commented on GitHub (Feb 19, 2025):

+1

@Doc-Robert commented on GitHub (Feb 19, 2025): +1

GiteaMirror commented

2026-04-22 06:58:44 -05:00

@cxhttt233 commented on GitHub (Feb 19, 2025):

+1

@cxhttt233 commented on GitHub (Feb 19, 2025): +1

GiteaMirror commented

2026-04-22 06:58:45 -05:00

@Yak0vkaSup commented on GitHub (Feb 19, 2025):

+1

@Yak0vkaSup commented on GitHub (Feb 19, 2025): +1

GiteaMirror commented

2026-04-22 06:58:45 -05:00

@Rakhsan commented on GitHub (Feb 19, 2025):

thing ain't even fixed why is this closed and everyone spamming +1

@Rakhsan commented on GitHub (Feb 19, 2025): thing ain't even fixed why is this closed and everyone spamming +1

GiteaMirror commented

2026-04-22 06:58:46 -05:00

@rjmalagon commented on GitHub (Feb 19, 2025):

The llama.cpp project supports reranrikng, maybe it is not a priority for the Ollama project, but someone can offer the missing code to enable this.

# use the /reranking endpoint
llama-server -m model.gguf --reranking

@rjmalagon commented on GitHub (Feb 19, 2025): The llama.cpp project supports reranrikng, maybe it is not a priority for the Ollama project, but someone can offer the missing code to enable this. ``` # use the /reranking endpoint llama-server -m model.gguf --reranking ```

GiteaMirror commented

2026-04-22 06:58:47 -05:00

@ytfrdfiw commented on GitHub (Feb 20, 2025):

The llama.cpp project supports reranrikng, maybe it is not a priority for the Ollama project, but someone can offer the missing code to enable this.
# use the /reranking endpoint
llama-server -m model.gguf --reranking

Is this true? Have you done any performance or burn-in testing? thank you!

@ytfrdfiw commented on GitHub (Feb 20, 2025): > The llama.cpp project supports reranrikng, maybe it is not a priority for the Ollama project, but someone can offer the missing code to enable this. > > ``` > # use the /reranking endpoint > llama-server -m model.gguf --reranking > ``` Is this true? Have you done any performance or burn-in testing? thank you!

GiteaMirror commented

2026-04-22 06:58:47 -05:00

@rjmalagon commented on GitHub (Feb 20, 2025):

The llama.cpp project supports reranrikng, maybe it is not a priority for the Ollama project, but someone can offer the missing code to enable this.
# use the /reranking endpoint
llama-server -m model.gguf --reranking
Is this true? Have you done any performance or burn-in testing? thank you!

I did not test it, my particular choice for reranker model use (jina-colbert-v2) is not enterely vainilla transformers and I suppose it will not work on llama.cpp, it seems too much effort to integrate the llama.cpp server for reranking on my mostly ollama pipeline to test it. But I think it is a first step that llama.cpp offer any reranking model support.

I use heavy embedding models (7B), slow but fortunately GPU accelerated by ollama, CPU reranking is just a little bottleneck for now for me.

@rjmalagon commented on GitHub (Feb 20, 2025): > > The llama.cpp project supports reranrikng, maybe it is not a priority for the Ollama project, but someone can offer the missing code to enable this. > > ``` > > # use the /reranking endpoint > > llama-server -m model.gguf --reranking > > ``` > > Is this true? Have you done any performance or burn-in testing? thank you! I did not test it, my particular choice for reranker model use (jina-colbert-v2) is not enterely vainilla transformers and I suppose it will not work on llama.cpp, it seems too much effort to integrate the llama.cpp server for reranking on my mostly ollama pipeline to test it. But I think it is a first step that llama.cpp offer any reranking model support. I use heavy embedding models (7B), slow but fortunately GPU accelerated by ollama, CPU reranking is just a little bottleneck for now for me.

GiteaMirror commented

2026-04-22 06:58:48 -05:00

@ytfrdfiw commented on GitHub (Feb 21, 2025):

The llama.cpp project supports reranrikng, maybe it is not a priority for the Ollama project, but someone can offer the missing code to enable this.
# use the /reranking endpoint
llama-server -m model.gguf --reranking
Is this true? Have you done any performance or burn-in testing? thank you!
I did not test it, my particular choice for reranker model use (jina-colbert-v2) is not enterely vainilla transformers and I suppose it will not work on llama.cpp, it seems too much effort to integrate the llama.cpp server for reranking on my mostly ollama pipeline to test it. But I think it is a first step that llama.cpp offer any reranking model support.

I use heavy embedding models (7B), slow but fortunately GPU accelerated by ollama, CPU reranking is just a little bottleneck for now for me.

ok! Thank you! I got it

@ytfrdfiw commented on GitHub (Feb 21, 2025): > > > The llama.cpp project supports reranrikng, maybe it is not a priority for the Ollama project, but someone can offer the missing code to enable this. > > > ``` > > > # use the /reranking endpoint > > > llama-server -m model.gguf --reranking > > > ``` > > > > > > Is this true? Have you done any performance or burn-in testing? thank you! > > I did not test it, my particular choice for reranker model use (jina-colbert-v2) is not enterely vainilla transformers and I suppose it will not work on llama.cpp, it seems too much effort to integrate the llama.cpp server for reranking on my mostly ollama pipeline to test it. But I think it is a first step that llama.cpp offer any reranking model support. > > I use heavy embedding models (7B), slow but fortunately GPU accelerated by ollama, CPU reranking is just a little bottleneck for now for me. ok! Thank you! I got it

GiteaMirror commented

2026-04-22 06:58:49 -05:00

@darkSuperman commented on GitHub (Feb 24, 2025):

I want to use ollama to manage all models in a unified way: LLM, Embedding, Rerank (Embedding), but Rerank is not supported yet. sad

@darkSuperman commented on GitHub (Feb 24, 2025): I want to use `ollama `to manage all models in a unified way: **LLM,** **Embedding**, **Rerank** (Embedding), but **Rerank** is not supported yet. sad

GiteaMirror commented

2026-04-22 06:58:49 -05:00

@dannyxu2015 commented on GitHub (Mar 5, 2025):

+1

@dannyxu2015 commented on GitHub (Mar 5, 2025): +1

GiteaMirror commented

2026-04-22 06:58:50 -05:00

@KinXdle commented on GitHub (Mar 6, 2025):

+1

@KinXdle commented on GitHub (Mar 6, 2025): +1

GiteaMirror commented

2026-04-22 06:58:50 -05:00

@gelonsoft commented on GitHub (Mar 6, 2025):

+1

@gelonsoft commented on GitHub (Mar 6, 2025): +1

GiteaMirror commented

2026-04-22 06:58:51 -05:00

@febef commented on GitHub (Mar 11, 2025):

+1

@febef commented on GitHub (Mar 11, 2025): +1

GiteaMirror commented

2026-04-22 06:58:51 -05:00

@rjmalagon commented on GitHub (Mar 11, 2025):

Mixedbread AI released their Qwen2 based rerankers, mxbai-rerank-base-v2 and mxbai-rerank-large-v2.
https://huggingface.co/mixedbread-ai/mxbai-rerank-base-v2
https://huggingface.co/mixedbread-ai/mxbai-rerank-large-v2
I think these high quality rerankers are supported by llama.cpp

@rjmalagon commented on GitHub (Mar 11, 2025): Mixedbread AI released their Qwen2 based rerankers, mxbai-rerank-base-v2 and mxbai-rerank-large-v2. https://huggingface.co/mixedbread-ai/mxbai-rerank-base-v2 https://huggingface.co/mixedbread-ai/mxbai-rerank-large-v2 I think these high quality rerankers are supported by llama.cpp

GiteaMirror commented

2026-04-22 06:58:52 -05:00

@TheNha commented on GitHub (Mar 13, 2025):

+1
@darkSuperman Me tooooooooooooo.

@TheNha commented on GitHub (Mar 13, 2025): +1 @darkSuperman Me tooooooooooooo.

GiteaMirror commented

2026-04-22 06:58:53 -05:00

@sean-liang commented on GitHub (Mar 15, 2025):

+1

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GiteaMirror commented

2026-04-22 06:58:54 -05:00

@RedamancyJ commented on GitHub (Mar 19, 2025):

+1

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2026-04-22 06:58:54 -05:00

@lilozz2 commented on GitHub (Mar 19, 2025):

+1

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2026-04-22 06:58:55 -05:00

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+1

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2026-04-22 06:58:56 -05:00

@bennos1911 commented on GitHub (Mar 29, 2025):

+1

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2026-04-22 06:58:57 -05:00

@boscar commented on GitHub (Apr 14, 2025):

+1

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2026-04-22 06:58:58 -05:00

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+1

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2026-04-22 06:58:59 -05:00

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+1

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2026-04-22 06:59:00 -05:00

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+1

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2026-04-22 06:59:02 -05:00

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+1

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2026-04-22 06:59:03 -05:00

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+1

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2026-04-22 06:59:03 -05:00

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+1

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2026-04-22 06:59:04 -05:00

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+1

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2026-04-22 06:59:05 -05:00

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+1

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+1

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2026-04-22 06:59:07 -05:00

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+1

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+1

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2026-04-22 06:59:08 -05:00

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+1

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2026-04-22 06:59:09 -05:00

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+1

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2026-04-22 06:59:10 -05:00

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+1

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2026-04-22 06:59:10 -05:00

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+1

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2026-04-22 06:59:11 -05:00

@TaylorPzreal commented on GitHub (Jan 31, 2026):

+1

llama.cpp supported.
download and start server
llama-server -hf model.GGUF --reranking

@TaylorPzreal commented on GitHub (Jan 31, 2026): +1 llama.cpp supported. download and start server `llama-server -hf model.GGUF --reranking`

GiteaMirror commented

2026-04-22 06:59:12 -05:00

@zanyar3 commented on GitHub (Feb 25, 2026):

+1

@zanyar3 commented on GitHub (Feb 25, 2026): +1

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fix-app-dist-embed

mxyng/mlx-compile

mxyng/mlx-quant

mxyng/mlx-glm4.7

mxyng/mlx

brucemacd/simplify-model-picker

jmorganca/qwen3-concurrent

fix-glm-4.7-flash-mla-config

drifkin/qwen3-coder-opening-tag

brucemacd/usage-cli

fix-cuda12-fattn-shmem

ollama-imagegen-docs

parth/fix-multiline-inputs

brucemacd/config-docs

mxyng/model-files

mxyng/simple-execute

fix-imagegen-ollama-models

mxyng/async-upload

jmorganca/lazy-no-dtype-changes

imagegen-auto-detect-create

parth/decrease-concurrent-download-hf

fix-mlx-quantize-init

jmorganca/x-cleanup

usage

imagegen-readme

jmorganca/glm-image

mlx-gpu-cd

jmorganca/imagegen-modelfile

parth/agent-skills

parth/agent-allowlist

parth/signed-in-offline

parth/agents

parth/fix-context-chopping

improve-cloud-flow

parth/add-models-websearch

parth/prompt-renderer-mcp

jmorganca/native-settings

jmorganca/download-stream-hash

jmorganca/client2-rebased

brucemacd/oai-chat-req-multipart

jessegross/multi_chunk_reserve

grace/additional-omit-empty

grace/mistral-3-large

mxyng/tokenizer2

mxyng/tokenizer

jessegross/flash

hoyyeva/windows-nacked-app

mxyng/cleanup-attention

grace/deepseek-parser

hoyyeva/remember-unsent-prompt

parth/add-lfs-pointer-error-conversion

parth/olmo2-test2

hoyyeva/ollama-launchagent-plist

nicole/olmo-model

parth/olmo-test

mxyng/remove-embedded

parth/render-template

jmorganca/intellect-3

parth/remove-prealloc-linter

jmorganca/cmd-eval

nicole/nomic-embed-text-fix

mxyng/lint-2

hoyyeva/add-gemini-3-pro-preview

hoyyeva/load-model-list

mxyng/expand-path

mxyng/environ-2

hoyyeva/deeplink-json-encoding

parth/improve-tool-calling-tests

hoyyeva/conversation

hoyyeva/assistant-edit-response

hoyyeva/thinking

origin/brucemacd/invalid-char-i-err

parth/improve-tool-calling

jmorganca/required-omitempty

grace/qwen3-vl-tests

mxyng/iter-client

parth/docs-readme

nicole/embed-test

pdevine/integration-benchstat

parth/remove-generate-cmd

parth/add-toolcall-id

mxyng/server-tests

jmorganca/glm-4.6

jmorganca/gin-h-compat

drifkin/stable-tool-args

pdevine/qwen3-more-thinking

parth/add-websearch-client

nicole/websearch_local

jmorganca/qwen3-coder-updates

grace/deepseek-v3-migration-tests

mxyng/fix-create

jmorganca/cloud-errors

pdevine/parser-tidy

revert-12233-parth/simplify-entrypoints-runner

parth/enable-so-gpt-oss

brucemacd/qwen3vl

jmorganca/readme-simplify

parth/gpt-oss-structured-outputs

revert-12039-jmorganca/tools-braces

mxyng/embeddings

mxyng/gguf

mxyng/benchmark

mxyng/types-null

parth/move-parsing

mxyng/gemma2

jmorganca/docs

mxyng/16-bit

mxyng/create-stdin

pdevine/authorizedkeys

mxyng/quant

parth/opt-in-error-context-window

brucemacd/cache-models

brucemacd/runner-completion

jmorganca/llama-update-6

brucemacd/benchmark-list

brucemacd/partial-read-caps

parth/deepseek-r1-tools

mxyng/omit-array

parth/tool-prefix-temp

brucemacd/runner-test

jmorganca/qwen25vl

brucemacd/model-forward-test-ext

parth/python-function-parsing

jmorganca/cuda-compression-none

drifkin/num-parallel

drifkin/chat-truncation-fix

jmorganca/sync

parth/python-tools-calling

drifkin/array-head-count

brucemacd/create-no-loop

parth/server-enable-content-stream-with-tools

qwen25omni

mxyng/v3

brucemacd/ropeconfig

jmorganca/silence-tokenizer

parth/sample-so-test

parth/sampling-structured-outputs

brucemacd/doc-go-engine

parth/constrained-sampling-json

jmorganca/mistral-wip

brucemacd/mistral-small-convert

parth/sample-unmarshal-json-for-params

brucemacd/jomorganca/mistral

pdevine/bfloat16

jmorganca/mistral

brucemacd/mistral

pdevine/logging

parth/sample-correctness-fix

parth/sample-fix-sorting

jmorgan/sample-fix-sorting-extras

jmorganca/temp-0-images

brucemacd/parallel-embed-models

brucemacd/shim-grammar

jmorganca/fix-gguf-error

bmizerany/nameswork

jmorganca/faster-releases

bmizerany/validatenames

brucemacd/err-no-vocab

brucemacd/rope-config

brucemacd/err-hint

brucemacd/qwen2_5

brucemacd/logprobs

brucemacd/new_runner_graph_bench

progress-flicker

brucemacd/forward-test

brucemacd/go_qwen2

pdevine/gemma2

jmorganca/add-missing-symlink-eval

mxyng/next-debug

parth/set-context-size-openai

brucemacd/next-bpe-bench

brucemacd/next-bpe-test

brucemacd/new_runner_e2e

brucemacd/new_runner_qwen2

pdevine/convert-cohere2

brucemacd/convert-cli

parth/log-probs

mxyng/next-mlx

mxyng/cmd-history

parth/templating

parth/tokenize-detokenize

brucemacd/check-key-register

bmizerany/grammar

jmorganca/vendor-081b29bd

mxyng/func-checks

jmorganca/fix-null-format

parth/fix-default-to-warn-json

jmorganca/qwen2vl

jmorganca/no-concat

parth/cmd-cleanup-SO

brucemacd/check-key-register-structured-err

parth/openai-stream-usage

parth/fix-referencing-so

stream-tools-stop

jmorganca/degin-1

brucemacd/install-path-clean

brucemacd/push-name-validation

brucemacd/browser-key-register

jmorganca/openai-fix-first-message

jmorganca/fix-proxy

jessegross/sample

parth/disallow-streaming-tools

dhiltgen/remove_submodule

jmorganca/ga

jmorganca/mllama

pdevine/newlines

pdevine/geems-2b

jmorganca/llama-bump

mxyng/modelname-7

mxyng/gin-slog

mxyng/modelname-6

jyan/convert-prog

jyan/quant5

paligemma-support

pdevine/import-docs

jmorganca/openai-context

jyan/paligemma

jyan/p2

jyan/palitest

bmizerany/embedspeedup

jmorganca/llama-vit

brucemacd/allow-ollama

royh/ep-methods

royh/whisper

mxyng/api-models

mxyng/fix-memory

jyan/q4_4/8

jyan/ollama-v

royh/stream-tools

roy-embed-parallel

bmizerany/hrm

revert-5963-revert-5924-mxyng/llama3.1-rope

royh/embed-viz

jyan/local2

jyan/auth

jyan/local

jyan/parse-temp

jmorganca/template-mistral

jyan/reord-g

royh-openai-suffixdocs

royh-imgembed

royh-embed-parallel

jyan/quant4

royh-precision

jyan/progress

pdevine/fix-template

jyan/quant3

pdevine/ggla

mxyng/update-registry-domain

jmorganca/ggml-static

mxyng/create-context

jyan/v0.146

mxyng/layers-from-files

build_dist

bmizerany/noseek

royh-ls

royh-name

timeout

mxyng/server-timestamp

bmizerany/nosillyggufslurps

royh-params

jmorganca/llama-cpp-7c26775

royh-openai-delete

royh-show-rigid

jmorganca/enable-fa

jmorganca/no-error-template

jyan/format

royh-testdelete

bmizerany/fastverify

language_support

pdevine/ps-glitches

brucemacd/tokenize

bruce/iq-quants

bmizerany/filepathwithcoloninhost

mxyng/split-bin

bmizerany/client-registry

jmorganca/if-none-match

native

jmorganca/native

jmorganca/batch-embeddings

jmorganca/initcmake

jmorganca/mm

pdevine/showggmlinfo

modenameenforcealphanum

bmizerany/modenameenforcealphanum

jmorganca/done-reason

jmorganca/llama-cpp-8960fe8

ollama.com

bmizerany/filepathnobuild

bmizerany/types/model/defaultfix

rmdisplaylong

nogogen

bmizerany/x

modelfile-readme

bmizerany/replacecolon

jmorganca/limit

jmorganca/execstack

jmorganca/replace-assets

mxyng/tune-concurrency

jmorganca/testing

whitespace-detection

jmorganca/options

upgrade-all

scratch

cuda-search

mattw/airenamer

mattw/allmodelsonhuggingface

mattw/quantcontext

mattw/whatneedstorun

brucemacd/llama-mem-calc

mattw/faq-context

mattw/communitylinks

mattw/noprune

mattw/python-functioncalling

rename

mxyng/install

pulse

remove-first

editor

mattw/selfqueryingretrieval

cgo

mattw/howtoquant

api

matt/streamingapi

format-config

mxyng/extra-args

shell

update-nous-hermes

cp-model

upload-progress

fix-unknown-model

fix-model-names

delete-fix

insecure-registry

ls

deletemodels

progressbar

readme-updates

license-layers

skip-list

list-models

modelpath

matt/examplemodelfiles

distribution

go-opts

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Reference: github-starred/ollama#28587