model family
Step 3.7 logo

Step 3.7

Published by stepfun-ai. No machine on this network has measured this family yet. The members below are what the catalog knows exists; nothing about what they can do is claimed here until somebody runs one.

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.

0 of 48 builds measured · 48 still open
Step-3.7-Flash-180B-LynnStyle-GLM52-SFT-GPT55-RL-GGUF2 known builds · not measured
Step 3.7 FLASH17 known builds · not measured
Step-3.7-Flash-AEON-Ultimate-Abliterated-BF163 known builds · not measured
Step-3.7-Flash-ARA-Heretic2 known builds · not measured
Step-3.7-Flash-GGUF-FineTune5 known builds · not measured
Step-3.7-Flash-Q4_K_M-MTP-GGUF4 known builds · not measured
Step-3.7-Flash-singprobe1 known build · not measured
Step-3.7-Flash-JANG_2L1 known build · not measured
Step-3.7-Flash-JANG_K1 known build · not measured
Step-3.7-Flash-oQ2e1 known build · not measured
Step-3.7-Flash-oQ3e1 known build · not measured
Step-3.7-Flash-Q4_K_M-MTP-GGUF4 known builds · not measured
Step-3.7-Flash-JANG_2L1 known build · not measured
Step-3.7-Flash-JANG_K1 known build · not measured
Step-3.7-Flash-ARA-Heretic1 known build · not measured
Step-3.7-Flash-240REAP-MXFP4161 known build · not measured
Step-3.7-173B-REAM-4.6bit-MLX1 known build · not measured
Step-3.7-173B-REAP-4.6bit-MLX1 known build · not measured

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

7 of 48 builds fit a 16 GB machine — budgeting 70% of it, or 11.2 GiB, because the cache and the runtime want the rest.

  • inclusionAI/Step-3.7-Flash-singprobeBF16vllmderived by inclusionAI
    0.0 GiB
  • hf.co/EspenJD/Step-3.7-Flash-Q4_K_M-MTP-GGUF:Q6_KQ6_Kollamaderived by EspenJD
    2.7 GiB
  • hf.co/notSnix/Step-3.7-Flash-Q4_K_M-MTP-GGUF:Q6_KQ6_Kollamaderived by notSnix
    2.7 GiB
  • hf.co/EspenJD/Step-3.7-Flash-Q4_K_M-MTP-GGUF:Q8_0Q8_0ollamaderived by EspenJD
    3.5 GiB
  • hf.co/notSnix/Step-3.7-Flash-Q4_K_M-MTP-GGUF:Q8_0Q8_0ollamaderived by notSnix
    3.5 GiB
  • hf.co/EspenJD/Step-3.7-Flash-Q4_K_M-MTP-GGUF:BF16BF16ollamaderived by EspenJD
    6.5 GiB
  • hf.co/notSnix/Step-3.7-Flash-Q4_K_M-MTP-GGUF:BF16BF16ollamaderived by notSnix
    6.5 GiB
  • hf.co/bartowski/Step-3.7-Flash-GGUF:IQ1_SIQ1_Sollamaquantized by bartowski
    40.0 GiB
  • Vegss/Step-3.7-Flash-AEON-Ultimate-Abliterated-GGUF:IQ1_MIQ1_Mllamacppderived by Vegss
    45.1 GiB
  • unsloth/Step-3.7-Flash-GGUF:IQ1_MIQ1_Mllamacppquantized by unsloth
    52.9 GiB
  • mlx-community/Step-3.7-Flash-oQ2e2BITmlxderived by mlx-community
    58.7 GiB
  • stepfun-ai/Step-3.7-Flash-GGUF:IQ3_XXSIQ3_XXSllamacpppublished by stepfun-ai
    70.6 GiB
  • ashuaria/Step-3.7-Flash-GGUF-FineTune:IQ3_XXSIQ3_XXSllamacppderived by ashuaria
    70.6 GiB
  • JANGQ-AI/Step-3.7-Flash-JANG_KNVFP4mlxderived by JANGQ-AI
    74.2 GiB
  • OsaurusAI/Step-3.7-Flash-JANG_KNVFP4mlxderived by OsaurusAI
    74.2 GiB
  • mlx-community/Step-3.7-Flash-oQ3e3BITmlxderived by mlx-community
    79.1 GiB
  • JANGQ-AI/Step-3.7-Flash-JANG_2LNVFP4mlxderived by JANGQ-AI
    81.6 GiB
  • OsaurusAI/Step-3.7-Flash-JANG_2LNVFP4mlxderived by OsaurusAI
    81.6 GiB
  • hf.co/vultr/Step-3.7-Flash-GGUF:IQ3_SIQ3_Sollamaquantized by vultr
    87.1 GiB
  • hf.co/vultr/Step-3.7-Flash-GGUF:IQ3_MIQ3_Mollamaquantized by vultr
    87.8 GiB
  • True2456/Step-3.7-173B-REAP-4.6bit-MLX4BITmlxderived by True2456
    93.0 GiB
  • True2456/Step-3.7-173B-REAM-4.6bit-MLX4BITmlxderived by True2456
    94.2 GiB
  • Vegss/Step-3.7-Flash-AEON-Ultimate-Abliterated-GGUF:Q3_K_MQ3_K_Mllamacppderived by Vegss
    94.4 GiB
  • stepfun-ai/Step-3.7-Flash-GGUF:Q3_K_LQ3_K_Lllamacpppublished by stepfun-ai
    95.5 GiB
  • ashuaria/Step-3.7-Flash-GGUF-FineTune:Q3_K_LQ3_K_Lllamacppderived by ashuaria
    95.5 GiB
  • PeterCxy/Step-3.7-Flash-ARA-Heretic-GGUF:IQ4_XSIQ4_XSllamacppderived by PeterCxy
    97.8 GiB
  • mlx-community/Step-3.7-Flash-4bit4BITmlxquantized by mlx-community
    103.2 GiB
  • stepfun-ai/Step-3.7-Flash-GGUF:Q4_K_SQ4_K_Sllamacpppublished by stepfun-ai
    103.8 GiB
  • ashuaria/Step-3.7-Flash-GGUF-FineTune:Q4_K_SQ4_K_Sllamacppderived by ashuaria
    103.8 GiB
  • tcclaviger/Step-3.7-Flash-240REAP-MXFP416MXFP4_16vllmderived by tcclaviger
    107.4 GiB
  • hf.co/EspenJD/Step-3.7-Flash-Q4_K_M-MTP-GGUF:Q4_K_MQ4_K_Mollamaderived by EspenJD
    110.4 GiB
  • hf.co/notSnix/Step-3.7-Flash-Q4_K_M-MTP-GGUF:Q4_K_MQ4_K_Mollamaderived by notSnix
    110.4 GiB
  • unsloth/Step-3.7-Flash-GGUF:Q4_K_MQ4_K_Mllamacppquantized by unsloth
    113.7 GiB
  • stepfun-ai/Step-3.7-Flash-NVFP4NVFP4vllmpublished by stepfun-ai
    120.4 GiB
  • hf.co/vultr/Step-3.7-Flash-GGUF:Q4_K_MQ4_K_Mollamaquantized by vultr
    121.5 GiB
  • cyankiwi/Step-3.7-Flash-AWQ-INT4W4A16vllmquantized by cyankiwi
    128.8 GiB
  • mlx-community/Step-3.7-Flash-6bit6BITmlxquantized by mlx-community
    149.0 GiB
  • nerkyor/Step-3.7-Flash-180B-LynnStyle-GLM52-SFT-GPT55-RL-GGUF:Q8_0Q8_0llamacppderived by nerkyor
    179.1 GiB
  • mlx-community/Step-3.7-Flash-8bit8BITmlxquantized by mlx-community
    194.9 GiB
  • stepfun-ai/Step-3.7-Flash-GGUF:Q8_0Q8_0llamacpppublished by stepfun-ai
    195.0 GiB
  • Vegss/Step-3.7-Flash-AEON-Ultimate-Abliterated-GGUF:Q8_0Q8_0llamacppderived by Vegss
    195.0 GiB
  • PeterCxy/Step-3.7-Flash-ARA-Heretic-GGUF:Q8_0Q8_0llamacppderived by PeterCxy
    195.0 GiB
  • ashuaria/Step-3.7-Flash-GGUF-FineTune:Q8_0Q8_0llamacppderived by ashuaria
    195.0 GiB
  • stepfun-ai/Step-3.7-Flash-FP8FP8vllmpublished by stepfun-ai
    197.9 GiB
  • nerkyor/Step-3.7-Flash-180B-LynnStyle-GLM52-SFT-GPT55-RLBF16vllmderived by nerkyor
    336.9 GiB
  • stepfun-ai/Step-3.7-Flash-GGUF:BF16BF16llamacpppublished by stepfun-ai
    367.0 GiB
  • ashuaria/Step-3.7-Flash-GGUF-FineTune:BF16BF16llamacppderived by ashuaria
    367.0 GiB
  • PeterCxy/Step-3.7-Flash-ARA-HereticBF16vllmderived by PeterCxy
    370.5 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
Step-3.7-Flash-180B-LynnStyle-GLM52-SFT-GPT55-RL-GGUF
nerkyor/Step-3.7-Flash-180B-LynnStyle-GLM52-SFT-GPT55-RL-GGUF:Q8_0Q8_0llamacpp179.1 GiB on diskderived by nerkyor
nerkyor/Step-3.7-Flash-180B-LynnStyle-GLM52-SFT-GPT55-RLBF16vllm336.9 GiB on diskderived by nerkyor
Step 3.7 FLASH
hf.co/bartowski/Step-3.7-Flash-GGUF:IQ1_SIQ1_Sollama40.0 GiB on diskquantized by bartowski
unsloth/Step-3.7-Flash-GGUF:IQ1_MIQ1_Mllamacpp52.9 GiB on diskquantized by unsloth
stepfun-ai/Step-3.7-Flash-GGUF:IQ3_XXSIQ3_XXSllamacpp70.6 GiB on diskpublished by stepfun-ai
hf.co/vultr/Step-3.7-Flash-GGUF:IQ3_SIQ3_Sollama87.1 GiB on diskquantized by vultr
hf.co/vultr/Step-3.7-Flash-GGUF:IQ3_MIQ3_Mollama87.8 GiB on diskquantized by vultr
stepfun-ai/Step-3.7-Flash-GGUF:Q3_K_LQ3_K_Lllamacpp95.5 GiB on diskpublished by stepfun-ai
mlx-community/Step-3.7-Flash-4bit4BITmlx103.2 GiB on diskquantized by mlx-community
stepfun-ai/Step-3.7-Flash-GGUF:Q4_K_SQ4_K_Sllamacpp103.8 GiB on diskpublished by stepfun-ai
unsloth/Step-3.7-Flash-GGUF:Q4_K_MQ4_K_Mllamacpp113.7 GiB on diskquantized by unsloth
stepfun-ai/Step-3.7-Flash-NVFP4NVFP4vllm120.4 GiB on diskpublished by stepfun-ai
hf.co/vultr/Step-3.7-Flash-GGUF:Q4_K_MQ4_K_Mollama121.5 GiB on diskquantized by vultr
cyankiwi/Step-3.7-Flash-AWQ-INT4W4A16vllm128.8 GiB on diskquantized by cyankiwi
mlx-community/Step-3.7-Flash-6bit6BITmlx149.0 GiB on diskquantized by mlx-community
mlx-community/Step-3.7-Flash-8bit8BITmlx194.9 GiB on diskquantized by mlx-community
stepfun-ai/Step-3.7-Flash-GGUF:Q8_0Q8_0llamacpp195.0 GiB on diskpublished by stepfun-ai
stepfun-ai/Step-3.7-Flash-FP8FP8vllm197.9 GiB on diskpublished by stepfun-ai
stepfun-ai/Step-3.7-Flash-GGUF:BF16BF16llamacpp367.0 GiB on diskpublished by stepfun-ai
Step-3.7-Flash-AEON-Ultimate-Abliterated-BF16
Vegss/Step-3.7-Flash-AEON-Ultimate-Abliterated-GGUF:IQ1_MIQ1_Mllamacpp45.1 GiB on diskderived by Vegss
Vegss/Step-3.7-Flash-AEON-Ultimate-Abliterated-GGUF:Q3_K_MQ3_K_Mllamacpp94.4 GiB on diskderived by Vegss
Vegss/Step-3.7-Flash-AEON-Ultimate-Abliterated-GGUF:Q8_0Q8_0llamacpp195.0 GiB on diskderived by Vegss
Step-3.7-Flash-ARA-Heretic
PeterCxy/Step-3.7-Flash-ARA-Heretic-GGUF:IQ4_XSIQ4_XSllamacpp97.8 GiB on diskderived by PeterCxy
PeterCxy/Step-3.7-Flash-ARA-Heretic-GGUF:Q8_0Q8_0llamacpp195.0 GiB on diskderived by PeterCxy
Step-3.7-Flash-GGUF-FineTune
ashuaria/Step-3.7-Flash-GGUF-FineTune:IQ3_XXSIQ3_XXSllamacpp70.6 GiB on diskderived by ashuaria
ashuaria/Step-3.7-Flash-GGUF-FineTune:Q3_K_LQ3_K_Lllamacpp95.5 GiB on diskderived by ashuaria
ashuaria/Step-3.7-Flash-GGUF-FineTune:Q4_K_SQ4_K_Sllamacpp103.8 GiB on diskderived by ashuaria
ashuaria/Step-3.7-Flash-GGUF-FineTune:Q8_0Q8_0llamacpp195.0 GiB on diskderived by ashuaria
ashuaria/Step-3.7-Flash-GGUF-FineTune:BF16BF16llamacpp367.0 GiB on diskderived by ashuaria
Step-3.7-Flash-Q4_K_M-MTP-GGUF
hf.co/EspenJD/Step-3.7-Flash-Q4_K_M-MTP-GGUF:Q6_KQ6_Kollama2.7 GiB on diskderived by EspenJD
hf.co/EspenJD/Step-3.7-Flash-Q4_K_M-MTP-GGUF:Q8_0Q8_0ollama3.5 GiB on diskderived by EspenJD
hf.co/EspenJD/Step-3.7-Flash-Q4_K_M-MTP-GGUF:BF16BF16ollama6.5 GiB on diskderived by EspenJD
hf.co/EspenJD/Step-3.7-Flash-Q4_K_M-MTP-GGUF:Q4_K_MQ4_K_Mollama110.4 GiB on diskderived by EspenJD
Step-3.7-Flash-singprobe
inclusionAI/Step-3.7-Flash-singprobeBF16vllm15 MiB on diskderived by inclusionAI
Step-3.7-Flash-JANG_2L
JANGQ-AI/Step-3.7-Flash-JANG_2LNVFP4mlx81.6 GiB on diskderived by JANGQ-AI
Step-3.7-Flash-JANG_K
JANGQ-AI/Step-3.7-Flash-JANG_KNVFP4mlx74.2 GiB on diskderived by JANGQ-AI
Step-3.7-Flash-oQ2e
mlx-community/Step-3.7-Flash-oQ2e2BITmlx58.7 GiB on diskderived by mlx-community
Step-3.7-Flash-oQ3e
mlx-community/Step-3.7-Flash-oQ3e3BITmlx79.1 GiB on diskderived by mlx-community
Step-3.7-Flash-Q4_K_M-MTP-GGUF
hf.co/notSnix/Step-3.7-Flash-Q4_K_M-MTP-GGUF:Q6_KQ6_Kollama2.7 GiB on diskderived by notSnix
hf.co/notSnix/Step-3.7-Flash-Q4_K_M-MTP-GGUF:Q8_0Q8_0ollama3.5 GiB on diskderived by notSnix
hf.co/notSnix/Step-3.7-Flash-Q4_K_M-MTP-GGUF:BF16BF16ollama6.5 GiB on diskderived by notSnix
hf.co/notSnix/Step-3.7-Flash-Q4_K_M-MTP-GGUF:Q4_K_MQ4_K_Mollama110.4 GiB on diskderived by notSnix
Step-3.7-Flash-JANG_2L
OsaurusAI/Step-3.7-Flash-JANG_2LNVFP4mlx81.6 GiB on diskderived by OsaurusAI
Step-3.7-Flash-JANG_K
OsaurusAI/Step-3.7-Flash-JANG_KNVFP4mlx74.2 GiB on diskderived by OsaurusAI
Step-3.7-Flash-ARA-Heretic
PeterCxy/Step-3.7-Flash-ARA-HereticBF16vllm370.5 GiB on diskderived by PeterCxy
Step-3.7-Flash-240REAP-MXFP416
tcclaviger/Step-3.7-Flash-240REAP-MXFP416MXFP4_16vllm107.4 GiB on diskderived by tcclaviger
Step-3.7-173B-REAM-4.6bit-MLX
True2456/Step-3.7-173B-REAM-4.6bit-MLX4BITmlx94.2 GiB on diskderived by True2456
Step-3.7-173B-REAP-4.6bit-MLX
True2456/Step-3.7-173B-REAP-4.6bit-MLX4BITmlx93.0 GiB on diskderived by True2456
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 Step 3.7 family (epn.family.step-3-7), and can my gram run any of it? See /inferences/step-3-7

open a gramx with this ask →epn.family.step-3-7