model : add label for LiquidAI LFM2-2.6B model #16204
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HF link: [LiquidAI/LFM2-2.6B](https://huggingface.co/LiquidAI/LFM2-2.6B). Support for GGUF conversion and inference is added in ggml-org#14620. However, due to similar `n_embd`, it identifies as a 1.2B model. Fix the label by using `n_ff` to identify the model instead. Output of `llama-bench`: ``` | model | size | params | backend | threads | test | t/s | | ------------------------------ | ---------: | ---------: | ---------- | ------: | --------------: | -------------------: | | lfm2 1.2B F16 | 2.18 GiB | 1.17 B | CPU | 10 | pp512 | 223.97 ± 5.32 | | lfm2 2.6B F16 | 4.79 GiB | 2.57 B | CPU | 10 | pp512 | 92.53 ± 4.14 | | lfm2 350M F16 | 676.25 MiB | 354.48 M | CPU | 10 | pp512 | 725.52 ± 11.70 | | lfm2 700M F16 | 1.38 GiB | 742.49 M | CPU | 10 | pp512 | 336.22 ± 12.93 | ```
CISC
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Sep 23, 2025
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
pwilkin
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Sep 25, 2025
* model : add label for LiquidAI LFM2-2.6B model HF link: [LiquidAI/LFM2-2.6B](https://huggingface.co/LiquidAI/LFM2-2.6B). Support for GGUF conversion and inference is added in ggml-org#14620. However, due to similar `n_embd`, it identifies as a 1.2B model. Fix the label by using `n_ff` to identify the model instead. Output of `llama-bench`: ``` | model | size | params | backend | threads | test | t/s | | ------------------------------ | ---------: | ---------: | ---------- | ------: | --------------: | -------------------: | | lfm2 1.2B F16 | 2.18 GiB | 1.17 B | CPU | 10 | pp512 | 223.97 ± 5.32 | | lfm2 2.6B F16 | 4.79 GiB | 2.57 B | CPU | 10 | pp512 | 92.53 ± 4.14 | | lfm2 350M F16 | 676.25 MiB | 354.48 M | CPU | 10 | pp512 | 725.52 ± 11.70 | | lfm2 700M F16 | 1.38 GiB | 742.49 M | CPU | 10 | pp512 | 336.22 ± 12.93 | ``` * Update src/llama-model.cpp Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com> --------- Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
struct
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Sep 26, 2025
* model : add label for LiquidAI LFM2-2.6B model HF link: [LiquidAI/LFM2-2.6B](https://huggingface.co/LiquidAI/LFM2-2.6B). Support for GGUF conversion and inference is added in ggml-org#14620. However, due to similar `n_embd`, it identifies as a 1.2B model. Fix the label by using `n_ff` to identify the model instead. Output of `llama-bench`: ``` | model | size | params | backend | threads | test | t/s | | ------------------------------ | ---------: | ---------: | ---------- | ------: | --------------: | -------------------: | | lfm2 1.2B F16 | 2.18 GiB | 1.17 B | CPU | 10 | pp512 | 223.97 ± 5.32 | | lfm2 2.6B F16 | 4.79 GiB | 2.57 B | CPU | 10 | pp512 | 92.53 ± 4.14 | | lfm2 350M F16 | 676.25 MiB | 354.48 M | CPU | 10 | pp512 | 725.52 ± 11.70 | | lfm2 700M F16 | 1.38 GiB | 742.49 M | CPU | 10 | pp512 | 336.22 ± 12.93 | ``` * Update src/llama-model.cpp Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com> --------- Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
yael-works
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Oct 15, 2025
* model : add label for LiquidAI LFM2-2.6B model HF link: [LiquidAI/LFM2-2.6B](https://huggingface.co/LiquidAI/LFM2-2.6B). Support for GGUF conversion and inference is added in ggml-org#14620. However, due to similar `n_embd`, it identifies as a 1.2B model. Fix the label by using `n_ff` to identify the model instead. Output of `llama-bench`: ``` | model | size | params | backend | threads | test | t/s | | ------------------------------ | ---------: | ---------: | ---------- | ------: | --------------: | -------------------: | | lfm2 1.2B F16 | 2.18 GiB | 1.17 B | CPU | 10 | pp512 | 223.97 ± 5.32 | | lfm2 2.6B F16 | 4.79 GiB | 2.57 B | CPU | 10 | pp512 | 92.53 ± 4.14 | | lfm2 350M F16 | 676.25 MiB | 354.48 M | CPU | 10 | pp512 | 725.52 ± 11.70 | | lfm2 700M F16 | 1.38 GiB | 742.49 M | CPU | 10 | pp512 | 336.22 ± 12.93 | ``` * Update src/llama-model.cpp Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com> --------- Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
pwilkin
pushed a commit
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Oct 23, 2025
* model : add label for LiquidAI LFM2-2.6B model HF link: [LiquidAI/LFM2-2.6B](https://huggingface.co/LiquidAI/LFM2-2.6B). Support for GGUF conversion and inference is added in ggml-org#14620. However, due to similar `n_embd`, it identifies as a 1.2B model. Fix the label by using `n_ff` to identify the model instead. Output of `llama-bench`: ``` | model | size | params | backend | threads | test | t/s | | ------------------------------ | ---------: | ---------: | ---------- | ------: | --------------: | -------------------: | | lfm2 1.2B F16 | 2.18 GiB | 1.17 B | CPU | 10 | pp512 | 223.97 ± 5.32 | | lfm2 2.6B F16 | 4.79 GiB | 2.57 B | CPU | 10 | pp512 | 92.53 ± 4.14 | | lfm2 350M F16 | 676.25 MiB | 354.48 M | CPU | 10 | pp512 | 725.52 ± 11.70 | | lfm2 700M F16 | 1.38 GiB | 742.49 M | CPU | 10 | pp512 | 336.22 ± 12.93 | ``` * Update src/llama-model.cpp Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com> --------- Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
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HF link: LiquidAI/LFM2-2.6B.
Support for GGUF conversion and inference is added in #14620.
However, due to similar
n_embd, it identifies as a 1.2B model. Fix the label by usingn_ffto identify the model instead.Output of
llama-bench:GGUFs will be uploaded to https://huggingface.co/LiquidAI/LFM2-2.6B-GGUF soon.
UPD: GGUFs are uploaded.