model-name stringlengths 5 26 | model-org stringlengths 3 13 | model-parameters int64 902k 157M | model-parameters-stringified stringlengths 2 8 | model-benchmarks dict | model-link stringlengths 38 59 |
|---|---|---|---|---|---|
MobileLLM-R1-140M-base | facebook | 140,000,000 | 140M | {
"arc-easy": 49.92,
"hellaswag": 33.84,
"piqa": 63.22,
"arc-challenge": 24.74,
"arithmark-3": 65.7,
"arithmark-2": 53.56
} | https://huggingface.co/facebook/MobileLLM-R1-140M-base |
Museko-125M | tobiaslogic | 122,702,592 | 123M | {
"arc-easy": 48.06,
"hellaswag": 33.26,
"piqa": 63.22,
"arc-challenge": 25.68,
"arithmark-3": 34.6,
"arithmark-2": 74.04
} | https://huggingface.co/TobiasLogic/Museko-125M |
SmolLM2-135M | huggingface | 135,000,000 | 135M | {
"arc-easy": 58.63,
"hellaswag": 43.22,
"piqa": 68.44,
"arc-challenge": 29.69,
"arithmark-3": 39.2,
"arithmark-2": 32.68
} | https://huggingface.co/HuggingFaceTB/SmolLM2-135M |
Nexus-Erebus-135M | ideoalabs | 134,000,000 | 135M | {
"arc-easy": 48.61,
"hellaswag": 30.61,
"piqa": 64.53,
"arc-challenge": 25.43,
"arithmark-3": 31,
"arithmark-2": 66.68
} | https://huggingface.co/MaliosDark/Nexus-Erebus-135M |
BananaMind-2-Pro | bananamind | 138,971,520 | 139M | {
"arc-easy": 53.58,
"hellaswag": 42.78,
"piqa": 67.52,
"arc-challenge": 27.82,
"arithmark-3": 38.2,
"arithmark-2": 32.08
} | https://huggingface.co/BananaMind/BananaMind-2-Pro |
SmolLM-135M | huggingface | 135,000,000 | 135M | {
"arc-easy": 56.31,
"hellaswag": 42.7,
"piqa": 68.28,
"arc-challenge": 29.01,
"arithmark-3": 36.8,
"arithmark-2": 28.84
} | https://huggingface.co/HuggingFaceTB/SmolLM-135M |
GPT-X2-125M | axiomiclabs | 125,000,000 | 125M | {
"arc-easy": 51.47,
"hellaswag": 40.41,
"piqa": 67.3,
"arc-challenge": 27.82,
"arithmark-3": 37.2,
"arithmark-2": 30.68
} | https://huggingface.co/AxiomicLabs/GPT-X2-125M |
Speck2-140M-Instruct | specklabs | 140,652,288 | 141M | {
"arc-easy": 47.73,
"hellaswag": 38.94,
"piqa": 65.83,
"arc-challenge": 25.34,
"arithmark-3": 39.1,
"arithmark-2": 37.92
} | https://huggingface.co/specklabs/Speck2-140M-Instruct |
Rose-Pro | godelev | 151,277,410 | 151M | {
"arc-easy": 48.65,
"hellaswag": 38.24,
"piqa": 65.18,
"arc-challenge": 26.96,
"arithmark-3": 38.2,
"arithmark-2": 33
} | https://huggingface.co/GODELEV/Rose-Pro |
Quark-135M | thingai | 134,561,088 | 135M | {
"arc-easy": 47.73,
"hellaswag": 31.33,
"piqa": 58.32,
"arc-challenge": 28.24,
"arithmark-3": 39.7,
"arithmark-2": 40.32
} | https://huggingface.co/ThingAI/Quark-135m |
GPT-X-125M | axiomiclabs | 125,000,000 | 125M | {
"arc-easy": 50.76,
"hellaswag": 36.57,
"piqa": 64.96,
"arc-challenge": 26.62,
"arithmark-3": 35.6,
"arithmark-2": 30.24
} | https://huggingface.co/AxiomicLabs/GPT-X-125M |
MathBananaMind-1.1 | bananamind | 2,901,984 | 2.9M | {
"arc-easy": 26.85,
"hellaswag": 26.16,
"piqa": 50.49,
"arc-challenge": 27.13,
"arithmark-3": 22.3,
"arithmark-2": 90.28
} | https://huggingface.co/BananaMind/MathBananaMind-1.1 |
Speck2-140M | specklabs | 140,652,288 | 141M | {
"arc-easy": 45.66,
"hellaswag": 39.49,
"piqa": 65.23,
"arc-challenge": 24.57,
"arithmark-3": 36.3,
"arithmark-2": 31.6
} | https://huggingface.co/specklabs/Speck2-140M |
Speck1-140M-Instruct | specklabs | 140,654,208 | 141M | {
"arc-easy": 46.93,
"hellaswag": 35.64,
"piqa": 64.15,
"arc-challenge": 26.02,
"arithmark-3": 33.7,
"arithmark-2": 32.44
} | https://huggingface.co/specklabs/Speck1-140M-Instruct |
Nexus-Erebus-50M | ideoalabs | 54,100,000 | 54M | {
"arc-easy": 44.4,
"hellaswag": 27.05,
"piqa": 58.27,
"arc-challenge": 22.7,
"arithmark-3": 33.1,
"arithmark-2": 52.48
} | https://huggingface.co/MaliosDark/Nexus-Erebus-50M |
cagliostro-v1 | benchlabs | 157,411,200 | 157.4M | {
"arc-easy": 48.91,
"hellaswag": 36.9,
"piqa": 65.61,
"arc-challenge": 26.11,
"arithmark-3": 33.7,
"arithmark-2": 26.72
} | https://huggingface.co/bench-labs/cagliostro-v1 |
OdinNext-138M-Base | joelhenwang | 138,449,696 | 138M | {
"arc-easy": 45.08,
"hellaswag": 28.09,
"piqa": 59.52,
"arc-challenge": 23.81,
"arithmark-3": 41.8,
"arithmark-2": 36.84
} | https://huggingface.co/joelhenwang/OdinNext-138M-Base |
OdinNext-138M-Instruct | joelhenwang | 138,451,232 | 138M | {
"arc-easy": 44.4,
"hellaswag": 28.86,
"piqa": 58.65,
"arc-challenge": 23.12,
"arithmark-3": 40.9,
"arithmark-2": 36.56
} | https://huggingface.co/joelhenwang/OdinNext-138M-Instruct |
Supra-1.5-50M-base-exp | supralabs | 51,786,240 | 52M | {
"arc-easy": 48.4,
"hellaswag": 29.78,
"piqa": 60.01,
"arc-challenge": 25.51,
"arithmark-3": 34.4,
"arithmark-2": 31.32
} | https://huggingface.co/SupraLabs/Supra-1.5-50M-base-exp |
Isabel-50M | ideoalabs | 54,100,000 | 54M | {
"arc-easy": 43.64,
"hellaswag": 27.02,
"piqa": 57.18,
"arc-challenge": 23.55,
"arithmark-3": 35.1,
"arithmark-2": 42.32
} | https://huggingface.co/MaliosDark/Isabel-50M |
Supra-50M-Base | supralabs | 51,786,240 | 52M | {
"arc-easy": 45.88,
"hellaswag": 31.83,
"piqa": 62.51,
"arc-challenge": 25,
"arithmark-3": 36.3,
"arithmark-2": 27.04
} | https://huggingface.co/SupraLabs/Supra-50M-Base |
Atom 2.7M | ucr | 2,738,880 | 2.7M | {
"arc-easy": 31.19,
"hellaswag": 27.1,
"piqa": 52.94,
"arc-challenge": 21.5,
"arithmark-3": 25.8,
"arithmark-2": 69.4
} | https://huggingface.co/UniversalComputingResearch/Atom2.7m |
BananaMind-2-Medium | bananamind | 49,559,552 | 49.6M | {
"arc-easy": 43.81,
"hellaswag": 32.43,
"piqa": 61.86,
"arc-challenge": 25.34,
"arithmark-3": 36.2,
"arithmark-2": 28.2
} | https://huggingface.co/BananaMind/BananaMind-2-Medium |
BananaMind-2-Medium-Chat | bananamind | 49,559,552 | 49.6M | {
"arc-easy": 43.43,
"hellaswag": 31.71,
"piqa": 60.66,
"arc-challenge": 24.4,
"arithmark-3": 35.6,
"arithmark-2": 29.92
} | https://huggingface.co/BananaMind/BananaMind-2-Medium-Chat |
Nexus-Erebus-3M | ideoalabs | 3,000,384 | 3.0M | {
"arc-easy": 27.02,
"hellaswag": 26.59,
"piqa": 51.41,
"arc-challenge": 20.65,
"arithmark-3": 29.2,
"arithmark-2": 70.72
} | https://huggingface.co/MaliosDark/Nexus-Erebus-3M |
Gros-Michel-90m-Base-v2 | finnianx | 94,911,744 | 94.9M | {
"arc-easy": 43.31,
"hellaswag": 31.23,
"piqa": 61.37,
"arc-challenge": 23.98,
"arithmark-3": 35.9,
"arithmark-2": 28.84
} | https://huggingface.co/finnianx/Gros-Michel-90m-Base-v2 |
Supra-50M-Reasoning | supralabs | 51,786,240 | 52M | {
"arc-easy": 44.44,
"hellaswag": 29.1,
"piqa": 59.3,
"arc-challenge": 27.39,
"arithmark-3": 35,
"arithmark-2": 28.96
} | https://huggingface.co/SupraLabs/Supra-50M-Reasoning |
Archaea-74M-V1.1 | godelev | 74,016,256 | 74M | {
"arc-easy": 41.54,
"hellaswag": 27.05,
"piqa": 59.19,
"arc-challenge": 24.4,
"arithmark-3": 33.6,
"arithmark-2": 37.64
} | https://huggingface.co/GODELEV/Archaea-74M-V1.1 |
Supra-1.5-50M-Instruct-exp | supralabs | 51,786,240 | 52M | {
"arc-easy": 43.94,
"hellaswag": 29.26,
"piqa": 59.41,
"arc-challenge": 26.11,
"arithmark-3": 34.9,
"arithmark-2": 29.8
} | https://huggingface.co/SupraLabs/Supra-1.5-50M-Instruct-exp |
Supra-50M-Instruct | supralabs | 51,786,240 | 52M | {
"arc-easy": 44.4,
"hellaswag": 29.09,
"piqa": 59.47,
"arc-challenge": 27.3,
"arithmark-3": 33.9,
"arithmark-2": 29.12
} | https://huggingface.co/SupraLabs/Supra-50M-Instruct |
pulvis-v1 | benchlabs | 2,962,240 | 2.96Mx3* | {
"arc-easy": 31.61,
"hellaswag": 27.91,
"piqa": 55.93,
"arc-challenge": 22.27,
"arithmark-3": 36.9,
"arithmark-2": 48.04
} | https://huggingface.co/bench-labs/pulvis-v1 |
Veyra2-Apricot-50M-Base | veyraai | 49,303,040 | 49M | {
"arc-easy": 42.47,
"hellaswag": 31.28,
"piqa": 62.13,
"arc-challenge": 23.29,
"arithmark-3": 31.6,
"arithmark-2": 28.96
} | https://huggingface.co/veyra-ai/Veyra2-Apricot-50M-Base |
BananaMind-1.5-Base | bananamind | 75,054,720 | 75M | {
"arc-easy": 42.38,
"hellaswag": 30.91,
"piqa": 60.55,
"arc-challenge": 23.98,
"arithmark-3": 34.1,
"arithmark-2": 26.68
} | https://huggingface.co/BananaMind/BananaMind-1.5-Base |
BananaMind-2-Mini | bananamind | 25,178,752 | 25.2M | {
"arc-easy": 39.06,
"hellaswag": 29.8,
"piqa": 59.41,
"arc-challenge": 25.34,
"arithmark-3": 35.4,
"arithmark-2": 29.28
} | https://huggingface.co/BananaMind/BananaMind-2-Mini |
GPT-2 | openai | 124,000,000 | 124M | {
"arc-easy": 39.35,
"hellaswag": 31.26,
"piqa": 62.08,
"arc-challenge": 22.35,
"arithmark-3": 35.7,
"arithmark-2": 26.48
} | https://huggingface.co/openai-community/gpt2 |
pulvis-v2 | benchlabs | 2,963,840 | 2.96Mx3* | {
"arc-easy": 31.86,
"hellaswag": 27.93,
"piqa": 56.86,
"arc-challenge": 22.78,
"arithmark-3": 37.4,
"arithmark-2": 40.16
} | https://huggingface.co/bench-labs/pulvis-v2 |
Gros-Michel-90m-Base | finnianx | 91,071,744 | 91.1M | {
"arc-easy": 40.15,
"hellaswag": 29.95,
"piqa": 58.05,
"arc-challenge": 23.81,
"arithmark-3": 35.5,
"arithmark-2": 28.96
} | https://huggingface.co/finnianx/Gros-Michel-90m-Base |
OPT-125M | facebook | 125,000,000 | 125M | {
"arc-easy": 40.28,
"hellaswag": 31.31,
"piqa": 62.24,
"arc-challenge": 22.7,
"arithmark-3": 35.2,
"arithmark-2": 24.4
} | https://huggingface.co/facebook/opt-125m |
Veyra2-Mango-30M-Base | veyraai | 30,683,520 | 30.7M | {
"arc-easy": 37.88,
"hellaswag": 28.76,
"piqa": 59.52,
"arc-challenge": 23.29,
"arithmark-3": 36.9,
"arithmark-2": 27.96
} | https://huggingface.co/veyra-ai/Veyra2-Mango-30M-Base |
Archaea-74M | godelev | 74,016,256 | 74M | {
"arc-easy": 39.06,
"hellaswag": 27.27,
"piqa": 58.27,
"arc-challenge": 22.7,
"arithmark-3": 35.5,
"arithmark-2": 29.2
} | https://huggingface.co/GODELEV/Archaea-74M |
Rose-Mini | godelev | 49,443,074 | 49.4M | {
"arc-easy": 36.57,
"hellaswag": 28.93,
"piqa": 58.6,
"arc-challenge": 24.23,
"arithmark-3": 36.5,
"arithmark-2": 26.64
} | https://huggingface.co/GODELEV/Rose-Mini |
Quark-50M | thingai | 56,666,496 | 57M | {
"arc-easy": 36.78,
"hellaswag": 28.48,
"piqa": 57.83,
"arc-challenge": 25,
"arithmark-3": 34.9,
"arithmark-2": 28.2
} | https://huggingface.co/ThingAI/Quark-50m |
Veyra2-Mango-15M-Base | veyraai | 15,735,168 | 15.7M | {
"arc-easy": 37.16,
"hellaswag": 27.73,
"piqa": 58,
"arc-challenge": 22.87,
"arithmark-3": 34.9,
"arithmark-2": 28.08
} | https://huggingface.co/veyra-ai/Veyra2-Mango-15M-Base |
typakos-140M-it | alexliap | 144,797,184 | 144.8M | {
"arc-easy": 30.93,
"hellaswag": 26.77,
"piqa": 56.04,
"arc-challenge": 25.85,
"arithmark-3": 36.6,
"arithmark-2": 30.32
} | https://huggingface.co/alexliap/typakos-140M-it |
KeyLM-75M | eclipsesenpai | 75,251,200 | 75M | {
"arc-easy": 35.73,
"hellaswag": 29.66,
"piqa": 60.5,
"arc-challenge": 23.98,
"arithmark-3": 30.1,
"arithmark-2": 25.8
} | https://huggingface.co/Eclipse-Senpai/KeyLM-75M |
Er-Medium-12.5M | fromzero | 12,497,520 | 12.5M | {
"arc-easy": 35.1,
"hellaswag": 28.5,
"piqa": 57.51,
"arc-challenge": 20.73,
"arithmark-3": 32.5,
"arithmark-2": 30.88
} | https://huggingface.co/fromziro/Er-Medium-12.5M |
cma-8M | user01110 | 7,849,161 | 7.8M | {
"arc-easy": 35.35,
"hellaswag": 28.19,
"piqa": 58.22,
"arc-challenge": 23.29,
"arithmark-3": 30.8,
"arithmark-2": 29.12
} | https://huggingface.co/User01110/CMA-8M |
BananaMind-2-Nano | bananamind | 9,968,128 | 9.97M | {
"arc-easy": 36.2,
"hellaswag": 27.5,
"piqa": 55.98,
"arc-challenge": 23.38,
"arithmark-3": 33.7,
"arithmark-2": 27.68
} | https://huggingface.co/BananaMind/BananaMind-2-Nano |
Purrence-3M | jonnester | 2,987,712 | 2.99Mx6* | {
"arc-easy": 34.55,
"hellaswag": 27.81,
"piqa": 56.64,
"arc-challenge": 23.63,
"arithmark-3": 34.8,
"arithmark-2": 26.44
} | https://huggingface.co/Jonnester/Purrence-3M |
MiniBananaMind-v4-9M | bananamind | 8,884,992 | 8.9M | {
"arc-easy": 35.02,
"hellaswag": 26.87,
"piqa": 55.6,
"arc-challenge": 23.12,
"arithmark-3": 36.3,
"arithmark-2": 26.04
} | https://huggingface.co/BananaMind/MiniBananaMind-v4-9M |
michel-micro | finnianx | 28,355,072 | 28M | {
"arc-easy": 38.51,
"hellaswag": 28.16,
"piqa": 57.62,
"arc-challenge": 23.29,
"arithmark-3": 29.2,
"arithmark-2": 26.04
} | https://huggingface.co/finnianx/michel-micro |
Portimbria-150M | stentor | 151,026,432 | 151M | {
"arc-easy": 35.82,
"hellaswag": 27.09,
"piqa": 58.27,
"arc-challenge": 18.77,
"arithmark-3": 34.8,
"arithmark-2": 28.04
} | https://huggingface.co/StentorLabs/Portimbria-150M |
Veyra-30M-Base | veyraai | 34,611,712 | 35M | {
"arc-easy": 35.9,
"hellaswag": 27.92,
"piqa": 58.92,
"arc-challenge": 24.15,
"arithmark-3": 28.9,
"arithmark-2": 26.76
} | https://huggingface.co/veyra-ai/Veyra-30M-Base |
BananaMind-2-MoE | bananamind | 25,086,592 | 25.1M | {
"arc-easy": 34.64,
"hellaswag": 27.45,
"piqa": 56.37,
"arc-challenge": 21.16,
"arithmark-3": 33.8,
"arithmark-2": 28.44
} | https://huggingface.co/BananaMind/BananaMind-2-MoE |
MiniBananaMind-v3-9M | bananamind | 8,884,992 | 8.9M | {
"arc-easy": 34.81,
"hellaswag": 27.12,
"piqa": 54.68,
"arc-challenge": 22.7,
"arithmark-3": 35.7,
"arithmark-2": 26.32
} | https://huggingface.co/BananaMind/MiniBananaMind-v3-9M |
Veyra2-Blueberry-10M-Base | veyraai | 9,976,832 | 9.9M | {
"arc-easy": 35.44,
"hellaswag": 28.04,
"piqa": 55.44,
"arc-challenge": 21.59,
"arithmark-3": 34.6,
"arithmark-2": 26.08
} | https://huggingface.co/veyra-ai/Veyra2-Blueberry-10M-Base |
Pythia-31M | eleutherai | 31,000,000 | 31M | {
"arc-easy": 33.88,
"hellaswag": 27.14,
"piqa": 56.26,
"arc-challenge": 21.67,
"arithmark-3": 34.9,
"arithmark-2": 27.2
} | https://huggingface.co/EleutherAI/pythia-31m |
Veyra2-Blueberry-5M-Base | veyraai | 4,984,192 | 4.9M | {
"arc-easy": 33.46,
"hellaswag": 27.62,
"piqa": 54.62,
"arc-challenge": 21.67,
"arithmark-3": 36.4,
"arithmark-2": 26.4
} | https://huggingface.co/veyra-ai/Veyra2-Blueberry-5M-Base |
BananaMind-2-SLMoE | bananamind | 25,450,000 | 25.5M | {
"arc-easy": 33.92,
"hellaswag": 27.16,
"piqa": 55.44,
"arc-challenge": 23.12,
"arithmark-3": 33.6,
"arithmark-2": 26.32
} | https://huggingface.co/BananaMind/BananaMind-2-SLMoE |
michel-tiny | finnianx | 55,719,040 | 56M | {
"arc-easy": 37.37,
"hellaswag": 28.15,
"piqa": 57.34,
"arc-challenge": 21.76,
"arithmark-3": 28.7,
"arithmark-2": 25.28
} | https://huggingface.co/finnianx/michel-tiny |
GPT-S2-5M | axiomiclabs | 5,384,258 | 5.4M | {
"arc-easy": 33.92,
"hellaswag": 27.87,
"piqa": 57.56,
"arc-challenge": 22.87,
"arithmark-3": 27.9,
"arithmark-2": 28.04
} | https://huggingface.co/AxiomicLabs/GPT-S2-5M |
michel-nano-v2 | finnianx | 9,938,176 | 9.9M | {
"arc-easy": 36.07,
"hellaswag": 27.36,
"piqa": 56.96,
"arc-challenge": 21.84,
"arithmark-3": 30.2,
"arithmark-2": 25.04
} | https://huggingface.co/finnianx/michel-nano-v2 |
SLM-10M | liodonai | 9,968,640 | 10M | {
"arc-easy": 35.52,
"hellaswag": 27.4,
"piqa": 57.07,
"arc-challenge": 23.46,
"arithmark-3": 27.6,
"arithmark-2": 26.4
} | https://huggingface.co/liodon-ai/slm-10m |
Atom 3.4M | ucr | 3,412,800 | 3.4M | {
"arc-easy": 33.33,
"hellaswag": 27.69,
"piqa": 55.17,
"arc-challenge": 22.1,
"arithmark-3": 31.6,
"arithmark-2": 27.28
} | https://huggingface.co/UniversalComputingResearch/Atom3.4m |
GPT-S-5M | axiomiclabs | 5,160,000 | 5.2M | {
"arc-easy": 33.21,
"hellaswag": 27.46,
"piqa": 57.24,
"arc-challenge": 21.16,
"arithmark-3": 30.2,
"arithmark-2": 27.12
} | https://huggingface.co/AxiomicLabs/GPT-S-5M |
tinyLM-8M-exp | user01110 | 8,131,840 | 8.1M | {
"arc-easy": 35.65,
"hellaswag": 27.65,
"piqa": 56.51,
"arc-challenge": 23.61,
"arithmark-3": 27.5,
"arithmark-2": 25.46
} | https://huggingface.co/User01110/tinyLM-8M-exp |
ettin-decoder-68m | jhuclsp | 68,457,664 | 68M | {
"arc-easy": 32.74,
"hellaswag": 27.81,
"piqa": 52.18,
"arc-challenge": 23.04,
"arithmark-3": 30.3,
"arithmark-2": 30
} | https://huggingface.co/jhu-clsp/ettin-decoder-68m |
Pythia-14M | eleutherai | 14,000,000 | 14M | {
"arc-easy": 32.28,
"hellaswag": 26.2,
"piqa": 55.88,
"arc-challenge": 20.99,
"arithmark-3": 33.4,
"arithmark-2": 27.04
} | https://huggingface.co/EleutherAI/pythia-14m |
BananaMind-2-Micro | bananamind | 2,933,193 | 2.9M | {
"arc-easy": 33.12,
"hellaswag": 28.27,
"piqa": 53.21,
"arc-challenge": 21.93,
"arithmark-3": 34,
"arithmark-2": 24.92
} | https://huggingface.co/BananaMind/BananaMind-2-Micro |
CyberSLM-33M-Base | sabari2005 | 33,531,264 | 33.5M | {
"arc-easy": 32.79,
"hellaswag": 26.84,
"piqa": 54.68,
"arc-challenge": 22.7,
"arithmark-3": 31,
"arithmark-2": 26.96
} | https://huggingface.co/sabari2005/cyberslm-base |
Stentor3-50M | stentor | 50,000,000 | 50M | {
"arc-easy": 29.67,
"hellaswag": 27.1,
"piqa": 53.75,
"arc-challenge": 21.67,
"arithmark-3": 33.3,
"arithmark-2": 29.48
} | https://huggingface.co/StentorLabs/Stentor3-50M |
ettin-decoder-17m | jhuclsp | 16,913,600 | 17M | {
"arc-easy": 31.65,
"hellaswag": 27.39,
"piqa": 53.37,
"arc-challenge": 22.27,
"arithmark-3": 31.7,
"arithmark-2": 28.48
} | https://huggingface.co/jhu-clsp/ettin-decoder-17m |
michel-nano | finnianx | 5,963,008 | 6M | {
"arc-easy": 33.29,
"hellaswag": 27.12,
"piqa": 54.79,
"arc-challenge": 22.7,
"arithmark-3": 30.9,
"arithmark-2": 26
} | https://huggingface.co/finnianx/michel-nano |
Stentor3-20M | stentor | 20,000,000 | 20M | {
"arc-easy": 29.5,
"hellaswag": 27.06,
"piqa": 55.06,
"arc-challenge": 23.12,
"arithmark-3": 32.6,
"arithmark-2": 26.72
} | https://huggingface.co/StentorLabs/Stentor3-20M |
Doge-20M | smalldoge | 13,118,728 | 13.1M | {
"arc-easy": 33.38,
"hellaswag": 26.61,
"piqa": 54.3,
"arc-challenge": 20.73,
"arithmark-3": 29.7,
"arithmark-2": 29.08
} | https://huggingface.co/SmallDoge/Doge-20M |
CMA-1M-Mini | user01110 | 958,692 | 959K | {
"arc-easy": 29.29,
"hellaswag": 29.35,
"piqa": 54.62,
"arc-challenge": 21.76,
"arithmark-3": 31.2,
"arithmark-2": 27.44
} | https://huggingface.co/User01110/CMA-1M-Mini |
ettin-decoder-32m | jhuclsp | 32,081,344 | 32M | {
"arc-easy": 31.73,
"hellaswag": 27.79,
"piqa": 52.29,
"arc-challenge": 22.01,
"arithmark-3": 32.7,
"arithmark-2": 26.8
} | https://huggingface.co/jhu-clsp/ettin-decoder-32m |
ObsidianSmall-Base | dreamw | 8,700,000 | 8.7M | {
"arc-easy": 33.291,
"hellaswag": 27.415,
"piqa": 55.114,
"arc-challenge": 21.843,
"arithmark-3": 28.8,
"arithmark-2": 26.16
} | https://huggingface.co/Dream-W/ObsidianSmall-Base |
Dumb-1.2-Exp-0616 | small56ai | 34,611,072 | 34.6M | {
"arc-easy": 33.25,
"hellaswag": 26.91,
"piqa": 55.06,
"arc-challenge": 23.12,
"arithmark-3": 28,
"arithmark-2": 26.08
} | https://huggingface.co/56m/Dumb-1.2-Exp-0616 |
CyberSLM-33M-Instruct | sabari2005 | 33,531,264 | 33.5M | {
"arc-easy": 32.37,
"hellaswag": 26.19,
"piqa": 53.81,
"arc-challenge": 22.35,
"arithmark-3": 30.2,
"arithmark-2": 26.88
} | https://huggingface.co/sabari2005/cyberslm-instruct |
MiniBananaMind-v2-9M | bananamind | 8,884,992 | 8.9M | {
"arc-easy": 33.92,
"hellaswag": 26.99,
"piqa": 54.79,
"arc-challenge": 20.65,
"arithmark-3": 30.2,
"arithmark-2": 25.2
} | https://huggingface.co/BananaMind/MiniBananaMind-v2-9M |
Dillionv2-1.3M | harleyml | 1,285,200 | 1.3M | {
"arc-easy": 29.71,
"hellaswag": 27.27,
"piqa": 53.05,
"arc-challenge": 22.44,
"arithmark-3": 31.5,
"arithmark-2": 27
} | https://huggingface.co/Harley-ml/Dillionv2-1.3M |
GPT-S-1.4M | axiomiclabs | 1,426,000 | 1.4M | {
"arc-easy": 31.57,
"hellaswag": 26.89,
"piqa": 55.17,
"arc-challenge": 21.93,
"arithmark-3": 30.2,
"arithmark-2": 25.16
} | https://huggingface.co/AxiomicLabs/GPT-S-1.4M |
MiniBananaMind-V1 | bananamind | 21,499,136 | 21.5M | {
"arc-easy": 33.77,
"hellaswag": 25.98,
"piqa": 52.88,
"arc-challenge": 22.35,
"arithmark-3": 29.8,
"arithmark-2": 25.88
} | https://huggingface.co/BananaMind/MiniBananaMind-V1 |
Supra-Mini-v5-8M | supralabs | 7,870,000 | 7.87M | {
"arc-easy": 33.21,
"hellaswag": 26.37,
"piqa": 54.03,
"arc-challenge": 21.16,
"arithmark-3": 31.5,
"arithmark-2": 24.28
} | https://huggingface.co/SupraLabs/Supra-Mini-v5-8M |
Spark-5M-Base-v4 | lhtechai | 5,000,000 | 5M | {
"arc-easy": 33.16,
"hellaswag": 27.03,
"piqa": 53.32,
"arc-challenge": 21.5,
"arithmark-3": 29.3,
"arithmark-2": 25
} | https://huggingface.co/LH-Tech-AI/Spark-5M-Base-v4 |
Tenete-8M | harleyml | 8,000,000 | 8M | {
"arc-easy": 31.69,
"hellaswag": 26.75,
"piqa": 55.66,
"arc-challenge": 21.84,
"arithmark-3": 26.2,
"arithmark-2": 26.72
} | https://huggingface.co/Harley-ml/Tenete-8M |
Cali-0.1B | sandroeth | 123,782,400 | 124M | {
"arc-easy": 27.53,
"hellaswag": 26.84,
"piqa": 52.12,
"arc-challenge": 24.49,
"arithmark-3": 32.9,
"arithmark-2": 24.72
} | https://huggingface.co/Sandroeth/cali-0.1B |
Pythia-70M | eleutherai | 70,000,000 | 70M | {
"arc-easy": 31.65,
"hellaswag": 27.49,
"piqa": 53.48,
"arc-challenge": 23.63,
"arithmark-3": 27,
"arithmark-2": 25.32
} | https://huggingface.co/EleutherAI/pythia-70m |
Er-Tiny-1.3M | fromzero | 1,332,744 | 1.3M | {
"arc-easy": 30.09,
"hellaswag": 27.67,
"piqa": 52.72,
"arc-challenge": 22.35,
"arithmark-3": 28.6,
"arithmark-2": 26.8
} | https://huggingface.co/fromziro/Er-Tiny-1.3M |
kirk-ballerina | rtc2022 | 94,576,128 | 94.6M | {
"arc-easy": 31.69,
"hellaswag": 26.64,
"piqa": 52.88,
"arc-challenge": 20.65,
"arithmark-3": 31,
"arithmark-2": 24.88
} | https://huggingface.co/rtc2022/kirk-ballerina |
Syn-2.6M | fromzero | 2,604,210 | 2.6M | {
"arc-easy": 32.03,
"hellaswag": 26.96,
"piqa": 53.65,
"arc-challenge": 20.39,
"arithmark-3": 27.6,
"arithmark-2": 26.68
} | https://huggingface.co/fromziro/Syn-2.6M |
MicroBananaMind-v1 | bananamind | 902,272 | 902K | {
"arc-easy": 31.4,
"hellaswag": 26.53,
"piqa": 53.86,
"arc-challenge": 20.99,
"arithmark-3": 30,
"arithmark-2": 24.16
} | https://huggingface.co/BananaMind/MicroBananaMind-v1 |
Dillion-1.2M | harleyml | 1,281,384 | 1.3M | {
"arc-easy": 31.19,
"hellaswag": 26.65,
"piqa": 53.05,
"arc-challenge": 22.78,
"arithmark-3": 28,
"arithmark-2": 24.8
} | https://huggingface.co/Harley-ml/Dillion-1.2M |
Glint-1.3 | compactai | 982,656 | 982K | {
"arc-easy": 30.47,
"hellaswag": 26.44,
"piqa": 52.67,
"arc-challenge": 22.95,
"arithmark-3": 28.1,
"arithmark-2": 25.72
} | https://huggingface.co/Glint-Research/Glint-1.3 |
ettin-decoder-150m | jhuclsp | 149,655,232 | 150M | {
"arc-easy": 29.97,
"hellaswag": 25.95,
"piqa": 51.25,
"arc-challenge": 24.23,
"arithmark-3": 28,
"arithmark-2": 26.6
} | https://huggingface.co/jhu-clsp/ettin-decoder-150m |
Ant-10M | godelev | 9,902,336 | 9.90M | {
"arc-easy": 27.53,
"hellaswag": 26.96,
"piqa": 50.65,
"arc-challenge": 28.24,
"arithmark-3": 28,
"arithmark-2": 24.48
} | https://huggingface.co/GODELEV/Ant-10M |
CinnabarLM-1.4M-Base | mihaipopa | 1,510,000 | 1.5M | {
"arc-easy": 28.54,
"hellaswag": 27.08,
"piqa": 52.5,
"arc-challenge": 23.38,
"arithmark-3": 29.2,
"arithmark-2": 24.96
} | https://huggingface.co/MihaiPopa-1/CinnabarLM-1.4M-Base |
kirk-tung | rtc2022 | 53,111,296 | 53M | {
"arc-easy": 30.43,
"hellaswag": 26.32,
"piqa": 52.61,
"arc-challenge": 22.01,
"arithmark-3": 29.4,
"arithmark-2": 24.88
} | https://huggingface.co/rtc2022/kirk-tung |
CinnabarLM-4M-Base | mihaipopa | 4,230,000 | 4.2M | {
"arc-easy": 28.28,
"hellaswag": 27.71,
"piqa": 52.29,
"arc-challenge": 22.7,
"arithmark-3": 29.4,
"arithmark-2": 24.96
} | https://huggingface.co/MihaiPopa-1/CinnabarLM-4M-Base |
End of preview. Expand in Data Studio
Open SLM Evaluations
This is a fully open dataset(evalulated independently over 30 GPU minutes on a Runpod B200) of benchmarks evaluated on lm-eval-harness for 106 SLMs(150M parameters and below). It has benchmark scores for each model, links, parameter counts, and names.
Data License
Information should be free for everyone. This dataset is under Apache-2.0. Credit it as you would like, but this information is free to use. If you want to credit us, a link to https://huggingface.co/datasets/Enderchef/Open-SLM-Evalulations in your README/site would be great.
Data Format
dataset.json is the dataset:
| Key | Description |
|---|---|
| model-name | Model name |
| model-org | Organization that published the model |
| model-parameters | The parameters on the model(as an integer) |
| model-parameters-stringified | The parameters on the model(as a string) |
| model-benchmarks | The object with all the benchmark scores |
| model-link | The huggingface link to the model |
The model-benchmarks keys are arc-easy, hellaswag, piqa, arc-challenge, arithmark-3, and arithmark-2. Scores are percentages(1-100).
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