Published by openbmb. 1 member measured on real machines, across 1 build. Every number below was signed by the machine that produced it — none of it is from a model card.
what it takes, what it returns
text → text
Declared by the network’s catalog, not measured — a signature says what this family would be asked. Whether it answered is the signed capability flags on each member.
20.6 → 381.4 tok/s across 4 machines · ×18.5 spreadunnamed machinex86 · CPU recalled 64k⌐ declared 128k · unsignedadvertises 2× what it proved
Builds this network knows of
Declared, not measured — this is what the catalog says exists and what it would cost a machine to hold. Nothing here is signed, and none of it claims the build works.
how much memory does your machine have
71 of 71 builds fit a 16 GB machine — budgeting 70% of it, or 11.2 GiB, because the cache and the runtime want the rest.
hf.co/NANI-Nithin/MiniCPM5-1B-GGUF:Q1_0Q1_0ollamaquantized by NANI-Nithin
0.3 GiB
hf.co/NANI-Nithin/MiniCPM5-1B-GGUF:IQ1_SIQ1_Sollamaquantized by NANI-Nithin
0.3 GiB
hf.co/NANI-Nithin/MiniCPM5-1B-GGUF:IQ3_XXSIQ3_XXSollamaquantized by NANI-Nithin
0.5 GiB
openbmb/MiniCPM5-1B-MLX4BITvllmpublished by openbmb
0.6 GiB
openbmb/MiniCPM5-2B-DSparkBF16vllmpublished by openbmb
0.6 GiB
hf.co/NANI-Nithin/MiniCPM5-1B-GGUF:Q4_0Q4_0ollamaquantized by NANI-Nithin
0.6 GiB
hf.co/openbmb/MiniCPM5-1B-GGUF:Q4_K_MQ4_K_Mollamameasured herepublished by openbmb
0.6 GiB
hf.co/GnLOLot/MiniCPM5-1B-Claude-Opus-Fable5-Thinking-GGUF:Q4_K_MQ4_K_Mollamaderived by GnLOLot
0.6 GiB
hf.co/ewin-reg/MiniCPM5-1B-Agentic-Tooluse-v3-GGUF:Q4_K_MQ4_K_Mollamaderived by ewin-reg
0.6 GiB
hf.co/mradermacher/MiniCPM5-abliterated-2B-i1-GGUF:IQ1_SIQ1_Sollamaderived by mradermacher
0.6 GiB
hf.co/GnLOLot/MiniCPM5-1B-Claude-Opus-Fable5-Thinking-GGUF:Q5_K_MQ5_K_Mollamaderived by GnLOLot
0.7 GiB
hf.co/mradermacher/MiniCPM5-abliterated-2B-i1-GGUF:IQ2_XXSIQ2_XXSollamaderived by mradermacher
0.7 GiB
mlx-community/MiniCPM5-1B-mlx-6Bit6BITmlxquantized by mlx-community
0.8 GiB
mlx-community/MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking-OptiQ-4bit4BITmlxderived by mlx-community
0.8 GiB
mlx-community/MiniCPM5-1B-OptiQ-4bit4BITmlxderived by mlx-community
0.8 GiB
hf.co/bartowski/MiniCPM5-2B-GGUF:IQ2_MIQ2_Mollamaquantized by bartowski
0.9 GiB
hf.co/mradermacher/MiniCPM5-abliterated-2B-i1-GGUF:IQ3_XXSIQ3_XXSollamaderived by mradermacher
1.0 GiB
hf.co/Mungert/MiniCPM5-2B-GGUF:IQ3_XXSIQ3_XXSollamaderived by Mungert
1.1 GiB
hf.co/bartowski/MiniCPM5-2B-GGUF:IQ3_XXSIQ3_XXSollamaquantized by bartowski
1.1 GiB
hf.co/openbmb/MiniCPM5-1B-GGUF:Q8_0Q8_0ollamapublished by openbmb
1.1 GiB
hf.co/GnLOLot/MiniCPM5-1B-Claude-Opus-Fable5-Thinking-GGUF:Q8_0Q8_0ollamaderived by GnLOLot
1.1 GiB
hf.co/GnLOLot/MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking-GGUF:Q8_0Q8_0ollamaderived by GnLOLot
1.1 GiB
hf.co/ewin-reg/MiniCPM5-1B-Agentic-Tooluse-v3-GGUF:Q8_0Q8_0ollamaderived by ewin-reg
1.1 GiB
hf.co/mondk/MiniCPM5-2B-Abliterated-Uncensored-GGUF:IQ3_MIQ3_Mollamaderived by mondk
1.1 GiB
hf.co/Mungert/MiniCPM5-2B-GGUF:IQ3_SIQ3_Sollamaderived by Mungert
1.2 GiB
hf.co/bartowski/MiniCPM5-2B-GGUF:Q3_K_LQ3_K_Lollamaquantized by bartowski
1.2 GiB
hf.co/Abiray/MiniCPM5-2B-heretic-abliterated-GGUF:Q3_K_MQ3_K_Mollamaderived by Abiray
1.2 GiB
hf.co/mondk/MiniCPM5-2B-Abliterated-Uncensored-GGUF:Q3_K_LQ3_K_Lollamaderived by mondk
1.3 GiB
mlx-community/MiniCPM5-2B-mlx-4Bit4BITmlxquantized by mlx-community
1.3 GiB
openbmb/MiniCPM5-2B-MLX4BITvllmpublished by openbmb
1.3 GiB
mondk/MiniCPM5-2B-Abliterated-Uncensored-MLX-4Bit4BITmlxderived by mondk
1.3 GiB
hf.co/Mungert/MiniCPM5-2B-GGUF:Q4_0Q4_0ollamaderived by Mungert
1.3 GiB
hf.co/mradermacher/MiniCPM5-abliterated-2B-i1-GGUF:Q4_0Q4_0ollamaderived by mradermacher
1.4 GiB
hf.co/Abiray/MiniCPM5-2B-heretic-abliterated-GGUF:Q4_K_SQ4_K_Sollamaderived by Abiray
1.4 GiB
hf.co/bartowski/MiniCPM5-2B-GGUF:Q4_0Q4_0ollamaquantized by bartowski
1.4 GiB
hf.co/peculiar-ragdoll/Sharp-MiniCPM5-2B-GGUF:Q4_K_SQ4_K_Sollamaderived by peculiar-ragdoll
1.4 GiB
hf.co/openbmb/MiniCPM5-2B-GGUF:Q4_K_MQ4_K_Mollamapublished by openbmb
1.5 GiB
hf.co/Abiray/MiniCPM5-2B-heretic-abliterated-GGUF:Q4_K_MQ4_K_Mollamaderived by Abiray
1.5 GiB
hf.co/Caldalis/MiniCPM5-2B-Math-GGUF:Q4_K_MQ4_K_Mollamaderived by Caldalis
1.5 GiB
hf.co/mondk/MiniCPM5-2B-Abliterated-Uncensored-GGUF:Q4_K_MQ4_K_Mollamaderived by mondk
1.5 GiB
hf.co/mradermacher/MiniCPM5-abliterated-2B-i1-GGUF:Q4_K_MQ4_K_Mollamaderived by mradermacher
1.5 GiB
hf.co/Mungert/MiniCPM5-2B-GGUF:Q4_K_MQ4_K_Mollamaderived by Mungert
1.5 GiB
hf.co/mondk/MiniCPM5-2B-Abliterated-Uncensored-GGUF:Q5_K_MQ5_K_Mollamaderived by mondk
1.7 GiB
mlx-community/MiniCPM5-2B-OptiQ-4bit4BITmlxderived by mlx-community
1.8 GiB
peculiar-ragdoll/Sharp-MiniCPM5-2B-MLX-oQ6e6BITmlxderived by peculiar-ragdoll
1.9 GiB
openbmb/MiniCPM5-2B-GPTQAWQvllmpublished by openbmb
2.0 GiB
openbmb/MiniCPM5-1BBF16vllmpublished by openbmb
2.0 GiB
saidutta69/MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking-hereticBF16vllmderived by saidutta69
2.0 GiB
saidutta69/MiniCPM5-1B-hereticBF16vllmderived by saidutta69
2.0 GiB
hf.co/openbmb/MiniCPM5-1B-GGUF:F16F16ollamapublished by openbmb
2.0 GiB
hf.co/GnLOLot/MiniCPM5-1B-Claude-Opus-Fable5-Thinking-GGUF:F16F16ollamaderived by GnLOLot
2.0 GiB
hf.co/GnLOLot/MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking-GGUF:F16F16ollamaderived by GnLOLot
2.0 GiB
hf.co/ewin-reg/MiniCPM5-1B-Agentic-Tooluse-v3-GGUF:F16F16ollamaderived by ewin-reg
2.0 GiB
mlx-community/MiniCPM5-2B-8bit8BITmlxquantized by mlx-community
2.5 GiB
dealignai/MiniCPM5-2B-CRACK-JANG_8MBF16mlxderived by dealignai
2.5 GiB
hf.co/openbmb/MiniCPM5-2B-GGUF:Q8_0Q8_0ollamapublished by openbmb
2.5 GiB
hf.co/Abiray/MiniCPM5-2B-heretic-abliterated-GGUF:Q8_0Q8_0ollamaderived by Abiray
2.5 GiB
hf.co/Caldalis/MiniCPM5-2B-Math-GGUF:Q8_0Q8_0ollamaderived by Caldalis
2.5 GiB
hf.co/mondk/MiniCPM5-2B-Abliterated-Uncensored-GGUF:Q8_0Q8_0ollamaderived by mondk
2.5 GiB
hf.co/peculiar-ragdoll/Sharp-MiniCPM5-2B-GGUF:Q8_K_MQ8_K_Mollamaderived by peculiar-ragdoll
2.7 GiB
hf.co/Mungert/MiniCPM5-2B-GGUF:Q8_0Q8_0ollamaderived by Mungert
3.6 GiB
openbmb/MiniCPM5-2BBF16vllmpublished by openbmb
4.7 GiB
openbmb/MiniCPM5-2B-BaseBF16vllmpublished by openbmb
4.7 GiB
saidutta69/MiniCPM5-2B-hereticBF16vllmderived by saidutta69
4.7 GiB
saidutta69/MiniCPM5-2B-Claude-Fable5-hereticFP16vllmderived by saidutta69
4.7 GiB
SonGT1/MiniCPM5-abliterated-2BBF16vllmderived by SonGT1
4.7 GiB
hf.co/openbmb/MiniCPM5-2B-GGUF:F16F16ollamapublished by openbmb
4.7 GiB
hf.co/Caldalis/MiniCPM5-2B-Math-GGUF:BF16BF16ollamaderived by Caldalis
4.7 GiB
hf.co/mondk/MiniCPM5-2B-Abliterated-Uncensored-GGUF:F16F16ollamaderived by mondk
4.7 GiB
hf.co/Mungert/MiniCPM5-2B-GGUF:BF16BF16ollamaderived by Mungert
4.7 GiB
hf.co/Mungert/MiniCPM5-2B-GGUF:F16F16ollamaderived by Mungert
4.7 GiB
Sizes are what the catalog declares, not what a machine measured — fitting on disk is necessary and not sufficient. Nobody here has run these on your machine, and this narrows the candidates rather than certifying one.
the same builds, by member
MiniCPM5 1B
hf.co/NANI-Nithin/MiniCPM5-1B-GGUF:Q1_0Q1_0ollama280 MiB on diskquantized by NANI-Nithin
hf.co/NANI-Nithin/MiniCPM5-1B-GGUF:IQ1_SIQ1_Sollama336 MiB on diskquantized by NANI-Nithin
hf.co/NANI-Nithin/MiniCPM5-1B-GGUF:IQ3_XXSIQ3_XXSollama466 MiB on diskquantized by NANI-Nithin
openbmb/MiniCPM5-1B-MLX4BITvllm579 MiB on diskpublished by openbmb
hf.co/NANI-Nithin/MiniCPM5-1B-GGUF:Q4_0Q4_0ollama634 MiB on diskquantized by NANI-Nithin
hf.co/openbmb/MiniCPM5-1B-GGUF:Q4_K_MQ4_K_Mollama656 MiB on diskpublished by openbmb
mlx-community/MiniCPM5-1B-mlx-6Bit6BITmlx837 MiB on diskquantized by mlx-community
hf.co/openbmb/MiniCPM5-1B-GGUF:Q8_0Q8_0ollama1.1 GiB on diskpublished by openbmb
openbmb/MiniCPM5-1BBF16vllm2.0 GiB on diskpublished by openbmb
hf.co/openbmb/MiniCPM5-1B-GGUF:F16F16ollama2.0 GiB on diskpublished by openbmb
MiniCPM5-1B-Claude-Opus-Fable5-Thinking
hf.co/GnLOLot/MiniCPM5-1B-Claude-Opus-Fable5-Thinking-GGUF:Q4_K_MQ4_K_Mollama656 MiB on diskderived by GnLOLot
hf.co/GnLOLot/MiniCPM5-1B-Claude-Opus-Fable5-Thinking-GGUF:Q5_K_MQ5_K_Mollama750 MiB on diskderived by GnLOLot
hf.co/GnLOLot/MiniCPM5-1B-Claude-Opus-Fable5-Thinking-GGUF:Q8_0Q8_0ollama1.1 GiB on diskderived by GnLOLot
hf.co/GnLOLot/MiniCPM5-1B-Claude-Opus-Fable5-Thinking-GGUF:F16F16ollama2.0 GiB on diskderived by GnLOLot
MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking
mlx-community/MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking-OptiQ-4bit4BITmlx864 MiB on diskderived by mlx-community
hf.co/GnLOLot/MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking-GGUF:Q8_0Q8_0ollama1.1 GiB on diskderived by GnLOLot
hf.co/GnLOLot/MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking-GGUF:F16F16ollama2.0 GiB on diskderived by GnLOLot
saidutta69/MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking-hereticBF16vllm2.0 GiB on diskderived by saidutta69
MiniCPM5-1B-Agentic-Tooluse-v3-GGUF
hf.co/ewin-reg/MiniCPM5-1B-Agentic-Tooluse-v3-GGUF:Q4_K_MQ4_K_Mollama656 MiB on diskderived by ewin-reg
hf.co/ewin-reg/MiniCPM5-1B-Agentic-Tooluse-v3-GGUF:Q8_0Q8_0ollama1.1 GiB on diskderived by ewin-reg
hf.co/ewin-reg/MiniCPM5-1B-Agentic-Tooluse-v3-GGUF:F16F16ollama2.0 GiB on diskderived by ewin-reg
MiniCPM5-1B-OptiQ-4bit
mlx-community/MiniCPM5-1B-OptiQ-4bit4BITmlx864 MiB on diskderived by mlx-community
MiniCPM5-1B-heretic
saidutta69/MiniCPM5-1B-hereticBF16vllm2.0 GiB on diskderived by saidutta69
MiniCPM5 2B
hf.co/bartowski/MiniCPM5-2B-GGUF:IQ2_MIQ2_Mollama924 MiB on diskquantized by bartowski
hf.co/bartowski/MiniCPM5-2B-GGUF:IQ3_XXSIQ3_XXSollama1.1 GiB on diskquantized by bartowski
hf.co/bartowski/MiniCPM5-2B-GGUF:Q3_K_LQ3_K_Lollama1.2 GiB on diskquantized by bartowski
mlx-community/MiniCPM5-2B-mlx-4Bit4BITmlx1.3 GiB on diskquantized by mlx-community
openbmb/MiniCPM5-2B-MLX4BITvllm1.3 GiB on diskpublished by openbmb
hf.co/bartowski/MiniCPM5-2B-GGUF:Q4_0Q4_0ollama1.4 GiB on diskquantized by bartowski
hf.co/openbmb/MiniCPM5-2B-GGUF:Q4_K_MQ4_K_Mollama1.5 GiB on diskpublished by openbmb
openbmb/MiniCPM5-2B-GPTQAWQvllm2.0 GiB on diskpublished by openbmb
mlx-community/MiniCPM5-2B-8bit8BITmlx2.5 GiB on diskquantized by mlx-community
hf.co/openbmb/MiniCPM5-2B-GGUF:Q8_0Q8_0ollama2.5 GiB on diskpublished by openbmb
openbmb/MiniCPM5-2BBF16vllm4.7 GiB on diskpublished by openbmb
hf.co/openbmb/MiniCPM5-2B-GGUF:F16F16ollama4.7 GiB on diskpublished by openbmb
MiniCPM5 2B-BASE
openbmb/MiniCPM5-2B-BaseBF16vllm4.7 GiB on diskpublished by openbmb
MiniCPM5-2B-heretic-abliterated-GGUF
hf.co/Abiray/MiniCPM5-2B-heretic-abliterated-GGUF:Q3_K_MQ3_K_Mollama1.2 GiB on diskderived by Abiray
hf.co/Abiray/MiniCPM5-2B-heretic-abliterated-GGUF:Q4_K_SQ4_K_Sollama1.4 GiB on diskderived by Abiray
hf.co/Abiray/MiniCPM5-2B-heretic-abliterated-GGUF:Q4_K_MQ4_K_Mollama1.5 GiB on diskderived by Abiray
hf.co/Abiray/MiniCPM5-2B-heretic-abliterated-GGUF:Q8_0Q8_0ollama2.5 GiB on diskderived by Abiray
MiniCPM5-2B-Math
hf.co/Caldalis/MiniCPM5-2B-Math-GGUF:Q4_K_MQ4_K_Mollama1.5 GiB on diskderived by Caldalis
hf.co/Caldalis/MiniCPM5-2B-Math-GGUF:Q8_0Q8_0ollama2.5 GiB on diskderived by Caldalis
hf.co/Caldalis/MiniCPM5-2B-Math-GGUF:BF16BF16ollama4.7 GiB on diskderived by Caldalis
MiniCPM5-2B-CRACK-JANG_8M
dealignai/MiniCPM5-2B-CRACK-JANG_8MBF16mlx2.5 GiB on diskderived by dealignai
MiniCPM5-2B-OptiQ-4bit
mlx-community/MiniCPM5-2B-OptiQ-4bit4BITmlx1.8 GiB on diskderived by mlx-community
MiniCPM5-2B-Abliterated-Uncensored-GGUF
hf.co/mondk/MiniCPM5-2B-Abliterated-Uncensored-GGUF:IQ3_MIQ3_Mollama1.1 GiB on diskderived by mondk
hf.co/mondk/MiniCPM5-2B-Abliterated-Uncensored-GGUF:Q3_K_LQ3_K_Lollama1.3 GiB on diskderived by mondk
mondk/MiniCPM5-2B-Abliterated-Uncensored-MLX-4Bit4BITmlx1.3 GiB on diskderived by mondk
hf.co/mondk/MiniCPM5-2B-Abliterated-Uncensored-GGUF:Q4_K_MQ4_K_Mollama1.5 GiB on diskderived by mondk
hf.co/mondk/MiniCPM5-2B-Abliterated-Uncensored-GGUF:Q5_K_MQ5_K_Mollama1.7 GiB on diskderived by mondk
hf.co/mondk/MiniCPM5-2B-Abliterated-Uncensored-GGUF:Q8_0Q8_0ollama2.5 GiB on diskderived by mondk
hf.co/mondk/MiniCPM5-2B-Abliterated-Uncensored-GGUF:F16F16ollama4.7 GiB on diskderived by mondk
MiniCPM5-2B-GGUF
hf.co/Mungert/MiniCPM5-2B-GGUF:IQ3_XXSIQ3_XXSollama1.1 GiB on diskderived by Mungert
hf.co/Mungert/MiniCPM5-2B-GGUF:IQ3_SIQ3_Sollama1.2 GiB on diskderived by Mungert
hf.co/Mungert/MiniCPM5-2B-GGUF:Q4_0Q4_0ollama1.3 GiB on diskderived by Mungert
hf.co/Mungert/MiniCPM5-2B-GGUF:Q4_K_MQ4_K_Mollama1.5 GiB on diskderived by Mungert
hf.co/Mungert/MiniCPM5-2B-GGUF:Q8_0Q8_0ollama3.6 GiB on diskderived by Mungert
hf.co/Mungert/MiniCPM5-2B-GGUF:BF16BF16ollama4.7 GiB on diskderived by Mungert
hf.co/Mungert/MiniCPM5-2B-GGUF:F16F16ollama4.7 GiB on diskderived by Mungert
Sharp-MiniCPM5-2B-GGUF
hf.co/peculiar-ragdoll/Sharp-MiniCPM5-2B-GGUF:Q4_K_SQ4_K_Sollama1.4 GiB on diskderived by peculiar-ragdoll
hf.co/peculiar-ragdoll/Sharp-MiniCPM5-2B-GGUF:Q8_K_MQ8_K_Mollama2.7 GiB on diskderived by peculiar-ragdoll
Sharp-MiniCPM5-2B-MLX-oQ6e
peculiar-ragdoll/Sharp-MiniCPM5-2B-MLX-oQ6e6BITmlx1.9 GiB on diskderived by peculiar-ragdoll
MiniCPM5-2B-heretic
saidutta69/MiniCPM5-2B-hereticBF16vllm4.7 GiB on diskderived by saidutta69
MiniCPM5-2B-Claude-Fable5
saidutta69/MiniCPM5-2B-Claude-Fable5-hereticFP16vllm4.7 GiB on diskderived by saidutta69
MiniCPM5-abliterated-2B
hf.co/mradermacher/MiniCPM5-abliterated-2B-i1-GGUF:IQ1_SIQ1_Sollama659 MiB on diskderived by mradermacher
hf.co/mradermacher/MiniCPM5-abliterated-2B-i1-GGUF:IQ2_XXSIQ2_XXSollama762 MiB on diskderived by mradermacher
hf.co/mradermacher/MiniCPM5-abliterated-2B-i1-GGUF:IQ3_XXSIQ3_XXSollama1013 MiB on diskderived by mradermacher
hf.co/mradermacher/MiniCPM5-abliterated-2B-i1-GGUF:Q4_0Q4_0ollama1.4 GiB on diskderived by mradermacher
hf.co/mradermacher/MiniCPM5-abliterated-2B-i1-GGUF:Q4_K_MQ4_K_Mollama1.5 GiB on diskderived by mradermacher
SonGT1/MiniCPM5-abliterated-2BBF16vllm4.7 GiB on diskderived by SonGT1
MiniCPM5 DSPARK-2B
openbmb/MiniCPM5-2B-DSparkBF16vllm617 MiB on diskpublished by openbmb
ask your own gram
Your concierge can answer this from the network rather than from this page. The ask carries the operator id, so it resolves to a capability and an engine — not to a name somebody has to recognise.
What has this network measured about the MiniCPM5 family (epn.family.minicpm-5), and can my gram run any of it? See /inferences/minicpm-5
