model family
Step 3.5 logo

Step 3.5

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 54 builds measured · 54 still open
Step-3.5-Flash-REAP-121B-A11B6 known builds · not measured
Step-3.5-Flash-REAP-128B-A11B7 known builds · not measured
Step-3.5-Flash-REAP-149B-A11B6 known builds · not measured
Step 3.5 FLASH14 known builds · not measured
Step-3.5-Flash-Ablitirated5 known builds · not measured
Step 3.5 FLASH-BASE1 known build · not measured
Step 3.5 FLASH-BASE-MIDTRAIN1 known build · not measured
Step-3.5-Flash-REAP-121B-A11B1 known build · not measured
Step-3.5-Flash-int4-mixed-AutoRound1 known build · not measured
Step-3.5-Flash-Ablitirated1 known build · not measured
Step-3.5-Flash-REAP-128B-A11B1 known build · not measured
Step-3.5-Flash-mixed-2-8bit1 known build · not measured
Step-3.5-Flash-bf161 known build · not measured
Step-3.5-Flash-i1-GGUF5 known builds · not measured
Step-3.5-Flash-W4A16-GPTQ1 known build · not measured
Step-3.5-Flash-AWQ-4bit1 known build · not measured
SGLang-EAGLE3-Step-3.5-Flash-SpecForge-RadixArk1 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

1 of 54 builds fit a 16 GB machine — budgeting 70% of it, or 11.2 GiB, because the cache and the runtime want the rest.

  • lmsys/SGLang-EAGLE3-Step-3.5-Flash-SpecForge-RadixArkBF16vllmderived by lmsys
    0.7 GiB
  • hf.co/mradermacher/Step-3.5-Flash-REAP-121B-A11B-i1-GGUF:IQ1_SIQ1_Sollamaderived by mradermacher
    22.7 GiB
  • hf.co/mradermacher/Step-3.5-Flash-REAP-128B-A11B-i1-GGUF:IQ1_SIQ1_Sollamaderived by mradermacher
    22.7 GiB
  • hf.co/mradermacher/Step-3.5-Flash-REAP-149B-A11B-i1-GGUF:IQ1_SIQ1_Sollamaderived by mradermacher
    28.0 GiB
  • hf.co/mradermacher/Step-3.5-Flash-REAP-121B-A11B-i1-GGUF:IQ2_XXSIQ2_XXSollamaderived by mradermacher
    29.5 GiB
  • hf.co/mradermacher/Step-3.5-Flash-REAP-128B-A11B-i1-GGUF:IQ2_XXSIQ2_XXSollamaderived by mradermacher
    29.5 GiB
  • hf.co/mradermacher/Step-3.5-Flash-REAP-149B-A11B-i1-GGUF:IQ2_XXSIQ2_XXSollamaderived by mradermacher
    36.4 GiB
  • hf.co/mradermacher/Step-3.5-Flash-Ablitirated-i1-GGUF:IQ1_SIQ1_Sollamaderived by mradermacher
    36.7 GiB
  • hf.co/mradermacher/Step-3.5-Flash-i1-GGUF:IQ1_SIQ1_Sollamaderived by mradermacher
    36.7 GiB
  • hf.co/bartowski/stepfun-ai_Step-3.5-Flash-GGUF:IQ1_SIQ1_Sollamaquantized by bartowski
    38.5 GiB
  • hf.co/mradermacher/Step-3.5-Flash-REAP-121B-A11B-i1-GGUF:IQ3_XXSIQ3_XXSollamaderived by mradermacher
    43.4 GiB
  • hf.co/mradermacher/Step-3.5-Flash-REAP-128B-A11B-i1-GGUF:IQ3_XXSIQ3_XXSollamaderived by mradermacher
    43.4 GiB
  • hf.co/mradermacher/Step-3.5-Flash-Ablitirated-i1-GGUF:IQ2_XXSIQ2_XXSollamaderived by mradermacher
    47.9 GiB
  • hf.co/mradermacher/Step-3.5-Flash-i1-GGUF:IQ2_XXSIQ2_XXSollamaderived by mradermacher
    47.9 GiB
  • bartowski/stepfun-ai_Step-3.5-Flash-GGUF:IQ2_XSIQ2_XSllamacppquantized by bartowski
    51.4 GiB
  • hf.co/mradermacher/Step-3.5-Flash-REAP-149B-A11B-i1-GGUF:IQ3_XXSIQ3_XXSollamaderived by mradermacher
    53.6 GiB
  • hf.co/mradermacher/Step-3.5-Flash-REAP-121B-A11B-i1-GGUF:Q4_0Q4_0ollamaderived by mradermacher
    63.7 GiB
  • hf.co/mradermacher/Step-3.5-Flash-REAP-128B-A11B-i1-GGUF:Q4_0Q4_0ollamaderived by mradermacher
    63.7 GiB
  • shieldstackllc/Step-3.5-Flash-REAP-128B-A11B-mlx-mixed-4-64BITmlxderived by shieldstackllc
    67.6 GiB
  • hf.co/mradermacher/Step-3.5-Flash-REAP-121B-A11B-i1-GGUF:Q4_K_MQ4_K_Mollamaderived by mradermacher
    67.8 GiB
  • hf.co/mradermacher/Step-3.5-Flash-REAP-128B-A11B-i1-GGUF:Q4_K_MQ4_K_Mollamaderived by mradermacher
    67.8 GiB
  • hf.co/mradermacher/Step-3.5-Flash-Ablitirated-i1-GGUF:IQ3_XXSIQ3_XXSollamaderived by mradermacher
    70.6 GiB
  • hf.co/mradermacher/Step-3.5-Flash-i1-GGUF:IQ3_XXSIQ3_XXSollamaderived by mradermacher
    70.6 GiB
  • bartowski/stepfun-ai_Step-3.5-Flash-GGUF:IQ3_XXSIQ3_XXSllamacppquantized by bartowski
    72.8 GiB
  • hf.co/mradermacher/Step-3.5-Flash-REAP-149B-A11B-i1-GGUF:Q4_0Q4_0ollamaderived by mradermacher
    78.6 GiB
  • m-i/Step-3.5-Flash-mixed-2-8bit4BITmlxderived by m-i
    80.9 GiB
  • hf.co/mradermacher/Step-3.5-Flash-REAP-149B-A11B-i1-GGUF:Q4_K_MQ4_K_Mollamaderived by mradermacher
    83.8 GiB
  • bartowski/stepfun-ai_Step-3.5-Flash-GGUF:Q3_K_LQ3_K_Lllamacppquantized by bartowski
    87.3 GiB
  • mlx-community/Step-3.5-Flash-4bit4BITmlxquantized by mlx-community
    103.2 GiB
  • hf.co/mradermacher/Step-3.5-Flash-Ablitirated-i1-GGUF:Q4_0Q4_0ollamaderived by mradermacher
    103.7 GiB
  • hf.co/mradermacher/Step-3.5-Flash-i1-GGUF:Q4_0Q4_0ollamaderived by mradermacher
    103.7 GiB
  • stepfun-ai/Step-3.5-Flash-GGUF-Q4_K_S:Q4_K_SQ4_K_Sllamacpppublished by stepfun-ai
    103.8 GiB
  • amd/Step-3.5-Flash-MXFP4QUARKvllmquantized by amd
    106.6 GiB
  • hf.co/mradermacher/Step-3.5-Flash-Ablitirated-i1-GGUF:Q4_K_MQ4_K_Mollamaderived by mradermacher
    110.4 GiB
  • hf.co/mradermacher/Step-3.5-Flash-i1-GGUF:Q4_K_MQ4_K_Mollamaderived by mradermacher
    110.4 GiB
  • hf.co/ggml-org/Step-3.5-Flash-GGUF:Q4_KQ4_Kollamaquantized by ggml-org
    110.6 GiB
  • bartowski/stepfun-ai_Step-3.5-Flash-GGUF:Q4_K_MQ4_K_Mllamacppquantized by bartowski
    111.7 GiB
  • np-deploys/Step-3.5-Flash-AWQ-4bitW4A16vllmderived by np-deploys
    117.7 GiB
  • hf.co/mradermacher/Step-3.5-Flash-REAP-121B-A11B-GGUF:Q8_0Q8_0ollamaderived by mradermacher
    119.8 GiB
  • hf.co/mradermacher/Step-3.5-Flash-REAP-128B-A11B-GGUF:Q8_0Q8_0ollamaderived by mradermacher
    119.8 GiB
  • Intel/Step-3.5-Flash-int4-mixed-AutoRoundINT4vllmderived by Intel
    127.9 GiB
  • mlx-community/Step-3.5-Flash-6bit6BITmlxquantized by mlx-community
    149.0 GiB
  • stepfun-ai/Step-3.5-Flash-FP8FP8vllmpublished by stepfun-ai
    194.2 GiB
  • mlx-community/Step-3.5-Flash-8bit8BITmlxquantized by mlx-community
    194.9 GiB
  • stepfun-ai/Step-3.5-Flash-GGUF-Q8_0:Q8_0Q8_0llamacpppublished by stepfun-ai
    195.0 GiB
  • cerebras/Step-3.5-Flash-REAP-121B-A11BBF16vllmderived by cerebras
    225.3 GiB
  • lkevincc0/Step-3.5-Flash-REAP-128B-A11BBF16vllmderived by lkevincc0
    226.8 GiB
  • hf.co/wimmmm/Cerebras-Step-3.5-Flash-REAP-149B-A11B-GGUF:BF16BF16ollamaderived by wimmmm
    278.3 GiB
  • ngabr/Step-3.5-Flash-W4A16-GPTQW4A16vllmderived by ngabr
    359.1 GiB
  • Kilinskiy/Step-3.5-Flash-AblitiratedBF16vllmderived by Kilinskiy
    366.9 GiB
  • mlx-community/Step-3.5-Flash-bf16BF16mlxderived by mlx-community
    366.9 GiB
  • stepfun-ai/Step-3.5-Flash-BaseBF16vllmpublished by stepfun-ai
    368.4 GiB
  • stepfun-ai/Step-3.5-Flash-Base-MidtrainBF16vllmpublished by stepfun-ai
    368.4 GiB
  • stepfun-ai/Step-3.5-FlashBF16vllmpublished by stepfun-ai
    371.4 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-3.5-Flash-REAP-121B-A11B
hf.co/mradermacher/Step-3.5-Flash-REAP-121B-A11B-i1-GGUF:IQ1_SIQ1_Sollama22.7 GiB on diskderived by mradermacher
hf.co/mradermacher/Step-3.5-Flash-REAP-121B-A11B-i1-GGUF:IQ2_XXSIQ2_XXSollama29.5 GiB on diskderived by mradermacher
hf.co/mradermacher/Step-3.5-Flash-REAP-121B-A11B-i1-GGUF:IQ3_XXSIQ3_XXSollama43.4 GiB on diskderived by mradermacher
hf.co/mradermacher/Step-3.5-Flash-REAP-121B-A11B-i1-GGUF:Q4_0Q4_0ollama63.7 GiB on diskderived by mradermacher
hf.co/mradermacher/Step-3.5-Flash-REAP-121B-A11B-i1-GGUF:Q4_K_MQ4_K_Mollama67.8 GiB on diskderived by mradermacher
hf.co/mradermacher/Step-3.5-Flash-REAP-121B-A11B-GGUF:Q8_0Q8_0ollama119.8 GiB on diskderived by mradermacher
Step-3.5-Flash-REAP-128B-A11B
hf.co/mradermacher/Step-3.5-Flash-REAP-128B-A11B-i1-GGUF:IQ1_SIQ1_Sollama22.7 GiB on diskderived by mradermacher
hf.co/mradermacher/Step-3.5-Flash-REAP-128B-A11B-i1-GGUF:IQ2_XXSIQ2_XXSollama29.5 GiB on diskderived by mradermacher
hf.co/mradermacher/Step-3.5-Flash-REAP-128B-A11B-i1-GGUF:IQ3_XXSIQ3_XXSollama43.4 GiB on diskderived by mradermacher
hf.co/mradermacher/Step-3.5-Flash-REAP-128B-A11B-i1-GGUF:Q4_0Q4_0ollama63.7 GiB on diskderived by mradermacher
shieldstackllc/Step-3.5-Flash-REAP-128B-A11B-mlx-mixed-4-64BITmlx67.6 GiB on diskderived by shieldstackllc
hf.co/mradermacher/Step-3.5-Flash-REAP-128B-A11B-i1-GGUF:Q4_K_MQ4_K_Mollama67.8 GiB on diskderived by mradermacher
hf.co/mradermacher/Step-3.5-Flash-REAP-128B-A11B-GGUF:Q8_0Q8_0ollama119.8 GiB on diskderived by mradermacher
Step-3.5-Flash-REAP-149B-A11B
hf.co/mradermacher/Step-3.5-Flash-REAP-149B-A11B-i1-GGUF:IQ1_SIQ1_Sollama28.0 GiB on diskderived by mradermacher
hf.co/mradermacher/Step-3.5-Flash-REAP-149B-A11B-i1-GGUF:IQ2_XXSIQ2_XXSollama36.4 GiB on diskderived by mradermacher
hf.co/mradermacher/Step-3.5-Flash-REAP-149B-A11B-i1-GGUF:IQ3_XXSIQ3_XXSollama53.6 GiB on diskderived by mradermacher
hf.co/mradermacher/Step-3.5-Flash-REAP-149B-A11B-i1-GGUF:Q4_0Q4_0ollama78.6 GiB on diskderived by mradermacher
hf.co/mradermacher/Step-3.5-Flash-REAP-149B-A11B-i1-GGUF:Q4_K_MQ4_K_Mollama83.8 GiB on diskderived by mradermacher
hf.co/wimmmm/Cerebras-Step-3.5-Flash-REAP-149B-A11B-GGUF:BF16BF16ollama278.3 GiB on diskderived by wimmmm
Step 3.5 FLASH
hf.co/bartowski/stepfun-ai_Step-3.5-Flash-GGUF:IQ1_SIQ1_Sollama38.5 GiB on diskquantized by bartowski
bartowski/stepfun-ai_Step-3.5-Flash-GGUF:IQ2_XSIQ2_XSllamacpp51.4 GiB on diskquantized by bartowski
bartowski/stepfun-ai_Step-3.5-Flash-GGUF:IQ3_XXSIQ3_XXSllamacpp72.8 GiB on diskquantized by bartowski
bartowski/stepfun-ai_Step-3.5-Flash-GGUF:Q3_K_LQ3_K_Lllamacpp87.3 GiB on diskquantized by bartowski
mlx-community/Step-3.5-Flash-4bit4BITmlx103.2 GiB on diskquantized by mlx-community
stepfun-ai/Step-3.5-Flash-GGUF-Q4_K_S:Q4_K_SQ4_K_Sllamacpp103.8 GiB on diskpublished by stepfun-ai
amd/Step-3.5-Flash-MXFP4QUARKvllm106.6 GiB on diskquantized by amd
hf.co/ggml-org/Step-3.5-Flash-GGUF:Q4_KQ4_Kollama110.6 GiB on diskquantized by ggml-org
bartowski/stepfun-ai_Step-3.5-Flash-GGUF:Q4_K_MQ4_K_Mllamacpp111.7 GiB on diskquantized by bartowski
mlx-community/Step-3.5-Flash-6bit6BITmlx149.0 GiB on diskquantized by mlx-community
stepfun-ai/Step-3.5-Flash-FP8FP8vllm194.2 GiB on diskpublished by stepfun-ai
mlx-community/Step-3.5-Flash-8bit8BITmlx194.9 GiB on diskquantized by mlx-community
stepfun-ai/Step-3.5-Flash-GGUF-Q8_0:Q8_0Q8_0llamacpp195.0 GiB on diskpublished by stepfun-ai
stepfun-ai/Step-3.5-FlashBF16vllm371.4 GiB on diskpublished by stepfun-ai
Step-3.5-Flash-Ablitirated
hf.co/mradermacher/Step-3.5-Flash-Ablitirated-i1-GGUF:IQ1_SIQ1_Sollama36.7 GiB on diskderived by mradermacher
hf.co/mradermacher/Step-3.5-Flash-Ablitirated-i1-GGUF:IQ2_XXSIQ2_XXSollama47.9 GiB on diskderived by mradermacher
hf.co/mradermacher/Step-3.5-Flash-Ablitirated-i1-GGUF:IQ3_XXSIQ3_XXSollama70.6 GiB on diskderived by mradermacher
hf.co/mradermacher/Step-3.5-Flash-Ablitirated-i1-GGUF:Q4_0Q4_0ollama103.7 GiB on diskderived by mradermacher
hf.co/mradermacher/Step-3.5-Flash-Ablitirated-i1-GGUF:Q4_K_MQ4_K_Mollama110.4 GiB on diskderived by mradermacher
Step 3.5 FLASH-BASE
stepfun-ai/Step-3.5-Flash-BaseBF16vllm368.4 GiB on diskpublished by stepfun-ai
Step 3.5 FLASH-BASE-MIDTRAIN
stepfun-ai/Step-3.5-Flash-Base-MidtrainBF16vllm368.4 GiB on diskpublished by stepfun-ai
Step-3.5-Flash-REAP-121B-A11B
cerebras/Step-3.5-Flash-REAP-121B-A11BBF16vllm225.3 GiB on diskderived by cerebras
Step-3.5-Flash-int4-mixed-AutoRound
Intel/Step-3.5-Flash-int4-mixed-AutoRoundINT4vllm127.9 GiB on diskderived by Intel
Step-3.5-Flash-Ablitirated
Kilinskiy/Step-3.5-Flash-AblitiratedBF16vllm366.9 GiB on diskderived by Kilinskiy
Step-3.5-Flash-REAP-128B-A11B
lkevincc0/Step-3.5-Flash-REAP-128B-A11BBF16vllm226.8 GiB on diskderived by lkevincc0
Step-3.5-Flash-mixed-2-8bit
m-i/Step-3.5-Flash-mixed-2-8bit4BITmlx80.9 GiB on diskderived by m-i
Step-3.5-Flash-bf16
mlx-community/Step-3.5-Flash-bf16BF16mlx366.9 GiB on diskderived by mlx-community
Step-3.5-Flash-i1-GGUF
hf.co/mradermacher/Step-3.5-Flash-i1-GGUF:IQ1_SIQ1_Sollama36.7 GiB on diskderived by mradermacher
hf.co/mradermacher/Step-3.5-Flash-i1-GGUF:IQ2_XXSIQ2_XXSollama47.9 GiB on diskderived by mradermacher
hf.co/mradermacher/Step-3.5-Flash-i1-GGUF:IQ3_XXSIQ3_XXSollama70.6 GiB on diskderived by mradermacher
hf.co/mradermacher/Step-3.5-Flash-i1-GGUF:Q4_0Q4_0ollama103.7 GiB on diskderived by mradermacher
hf.co/mradermacher/Step-3.5-Flash-i1-GGUF:Q4_K_MQ4_K_Mollama110.4 GiB on diskderived by mradermacher
Step-3.5-Flash-W4A16-GPTQ
ngabr/Step-3.5-Flash-W4A16-GPTQW4A16vllm359.1 GiB on diskderived by ngabr
Step-3.5-Flash-AWQ-4bit
np-deploys/Step-3.5-Flash-AWQ-4bitW4A16vllm117.7 GiB on diskderived by np-deploys
SGLang-EAGLE3-Step-3.5-Flash-SpecForge-RadixArk
lmsys/SGLang-EAGLE3-Step-3.5-Flash-SpecForge-RadixArkBF16vllm722 MiB on diskderived by lmsys
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 3.5 family (epn.family.step-3-5), and can my gram run any of it? See /inferences/step-3-5

open a gramx with this ask →epn.family.step-3-5