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Datasets:
SupraLabs
/
Supra-microBench

Languages:
English
Size:
1K<n<10K
Tags:
benchmark
language-model-evaluation
License:
Dataset card Files
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@@ -79,39 +79,40 @@ One run is on file. Rank is by INDEX, high to low.
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  | 🥉 3 | SmolLM2-135M-Base | HuggingFaceTB | 134.5M | 58.90 | 62.18 | 86.33 | 86.85 | 40.85 | 45.93 | 41.62 |
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  | 4 | cagliostro-v3.5 | bench-labs | 146.4M | 57.51 | 53.84 | 84.43 | 70.69 | 46.56 | 50.33 | 45.23 |
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  | 5 | GPT-X2.5-135M | AxiomicLabs | 135.0M | 56.18 | 60.91 | 82.78 | 75.28 | 39.29 | 44.67 | 43.64 |
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- | 6 | SmolLM-135M | HuggingFaceTB | 134.5M | 54.86 | 53.19 | 84.51 | 78.29 | 40.00 | 37.99 | 45.73 |
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- | 7 | tinctura-v1 | bench-labs | 96.2M | 53.99 | 53.62 | 82.82 | 67.08 | 40.52 | 45.09 | 42.25 |
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- | 8 | GPT-X2-125M | AxiomicLabs | 125.1M | 53.15 | 54.18 | 82.82 | 66.72 | 38.26 | 39.31 | 47.19 |
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- | 9 | ZeroS-v0.1-150M | fromziro | 151.6M | 49.88 | 65.13 | 72.69 | 60.57 | 32.48 | 34.55 | 44.76 |
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- | 10 | JugnuLM-110M-R2plus | altslate | 109.7M | 49.62 | 64.61 | 73.54 | 65.52 | 36.61 | 29.99 | 38.33 |
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- | 11 | BananaMind-2-Pro | BananaMind | 139.0M | 48.73 | 47.88 | 75.81 | 73.23 | 35.41 | 26.75 | 45.07 |
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- | 12 | Speck2-140M-Instruct | specklabs | 140.7M | 47.75 | 54.73 | 75.23 | 56.22 | 36.61 | 33.29 | 38.98 |
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- | 13 | Rose-1.5-Medium | GODELEV | 98.6M | 47.33 | 56.87 | 75.07 | 60.68 | 31.42 | 28.02 | 43.65 |
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- | 14 | cRia-LM-75M | sz14 | 75.7M | 46.60 | 57.19 | 80.24 | 65.17 | 24.14 | 32.96 | 31.94 |
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- | 15 | void.1 | dotlabs | 90.1M | 46.45 | 54.46 | 71.12 | 52.01 | 31.91 | 40.70 | 35.25 |
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- | 16 | Supra2-100M | SupraLabs | 100.7M | 45.38 | 58.14 | 73.42 | 64.67 | 26.62 | 21.75 | 41.77 |
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- | 17 | Haidass1.5-143M | DALabCommunity | 143.1M | 43.74 | 40.69 | 78.47 | 59.61 | 29.38 | 28.34 | 35.88 |
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- | 18 | Flare | SurjoLabs | 130.4M | 43.62 | 37.17 | 69.03 | 72.98 | 28.14 | 27.49 | 37.43 |
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- | 19 | Pythia-160M | EleutherAI | 162.3M | 42.47 | 58.69 | 72.57 | 48.51 | 25.48 | 26.79 | 33.69 |
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- | 20 | Rose-Pro | GODELEV | 151.3M | 42.04 | 32.53 | 75.97 | 57.43 | 32.67 | 27.67 | 33.92 |
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- | 21 | Supra-50M-Base | SupraLabs | 51.8M | 40.11 | 45.11 | 75.34 | 60.57 | 30.20 | 12.54 | 29.40 |
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- | 22 | Surjo-50m | SurjoLabs | 53.8M | 38.83 | 43.13 | 76.84 | 42.01 | 29.38 | 22.80 | 27.34 |
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- | 23 | Surjo-100m | SurjoLabs | 97.7M | 37.26 | 25.35 | 68.33 | 55.16 | 29.10 | 19.63 | 34.58 |
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- | 24 | Rambley-150M-Base | allura-org | 149.9M | 33.64 | 36.97 | 56.20 | 42.99 | 21.82 | 21.38 | 30.50 |
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- | 25 | Supra2-Medium-Base | SupraLabs | 25.4M | 26.70 | 0.44 | 57.07 | 49.50 | 19.50 | 14.35 | 25.84 |
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- | 26 | Pythia-70M | EleutherAI | 70.4M | 25.45 | 24.57 | 48.26 | 34.54 | 14.69 | 18.18 | 18.47 |
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- | 27 | ForgePlex-M2-9M | ForgeWorks | 9.9M | 23.78 | 31.47 | 34.27 | 22.97 | 22.38 | 15.08 | 19.85 |
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- | 28 | BananaMind-2-Nano | BananaMind | 10.0M | 21.51 | 11.25 | 46.03 | 27.90 | 17.31 | 14.96 | 15.21 |
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- | 29 | NCN-RW | AxiomicLabs | 9.7M | 18.99 | 16.26 | 33.53 | 18.52 | 18.13 | 12.63 | 17.27 |
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- | 30 | Spark-2A | SurjoLabs | 9.1M | 18.86 | 13.96 | 42.59 | 15.97 | 16.46 | 12.80 | 14.20 |
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- | 31 | Pythia-14M | EleutherAI | 14.1M | 15.10 | 4.00 | 33.19 | 23.44 | 4.84 | 13.80 | 15.19 |
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- | 32 | StorySupra-10M | SupraLabs | 12.6M | 14.46 | 4.36 | 13.90 | 0.80 | 34.15 | 5.15 | 24.97 |
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- | 33 | SupraNeo-4M | SupraLabs | 4.1M | 14.31 | 3.33 | 29.06 | 19.72 | 14.70 | 8.66 | 12.14 |
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- | 34 | pulvis-v2 | bench-labs | 3.0M | 13.94 | 3.11 | 33.19 | 6.10 | 12.22 | 16.27 | 12.52 |
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- | 35 | BananaMind-2-Micro | BananaMind | 2.9M | 12.04 | 7.35 | 16.58 | 3.81 | 15.89 | 14.29 | 12.25 |
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- | 36 | Supra-Mini-v5-8M-FINAL | SupraLabs | 7.9M | 11.95 | 0.00 | 28.17 | 19.50 | 9.22 | 5.86 | 11.85 |
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- | 37 | Tokle-3M | techdotus | 2.9M | 11.89 | 0.00 | 24.05 | 9.36 | 10.32 | 10.50 | 18.07 |
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- | 38 | Supra-Mini-v3-0.5M | SupraLabs | 467648 | 3.05 | 0.00 | 3.70 | 0.72 | 1.55 | 5.88 | 5.98 |
 
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  > Note: we did NOT rank every model that is ranked on the [Open SLM Leaderboard](https://huggingface.co/spaces/AxiomicLabs/Open_SLM_Leaderboard). If you have new ranks, you can post them in your model card.
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79
  | 🥉 3 | SmolLM2-135M-Base | HuggingFaceTB | 134.5M | 58.90 | 62.18 | 86.33 | 86.85 | 40.85 | 45.93 | 41.62 |
80
  | 4 | cagliostro-v3.5 | bench-labs | 146.4M | 57.51 | 53.84 | 84.43 | 70.69 | 46.56 | 50.33 | 45.23 |
81
  | 5 | GPT-X2.5-135M | AxiomicLabs | 135.0M | 56.18 | 60.91 | 82.78 | 75.28 | 39.29 | 44.67 | 43.64 |
82
+ | 6 | GPT-X3-150M | AxiomicLabs | 149.4M | 55.04 | 47.4 | 78.7 | 71.0 | 42.3 | 54.4 | 41.0 |
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+ | 7 | SmolLM-135M | HuggingFaceTB | 134.5M | 54.86 | 53.19 | 84.51 | 78.29 | 40.00 | 37.99 | 45.73 |
84
+ | 8 | tinctura-v1 | bench-labs | 96.2M | 53.99 | 53.62 | 82.82 | 67.08 | 40.52 | 45.09 | 42.25 |
85
+ | 9 | GPT-X2-125M | AxiomicLabs | 125.1M | 53.15 | 54.18 | 82.82 | 66.72 | 38.26 | 39.31 | 47.19 |
86
+ | 10 | ZeroS-v0.1-150M | fromziro | 151.6M | 49.88 | 65.13 | 72.69 | 60.57 | 32.48 | 34.55 | 44.76 |
87
+ | 11 | JugnuLM-110M-R2plus | altslate | 109.7M | 49.62 | 64.61 | 73.54 | 65.52 | 36.61 | 29.99 | 38.33 |
88
+ | 12 | BananaMind-2-Pro | BananaMind | 139.0M | 48.73 | 47.88 | 75.81 | 73.23 | 35.41 | 26.75 | 45.07 |
89
+ | 13 | Speck2-140M-Instruct | specklabs | 140.7M | 47.75 | 54.73 | 75.23 | 56.22 | 36.61 | 33.29 | 38.98 |
90
+ | 14 | Rose-1.5-Medium | GODELEV | 98.6M | 47.33 | 56.87 | 75.07 | 60.68 | 31.42 | 28.02 | 43.65 |
91
+ | 15 | cRia-LM-75M | sz14 | 75.7M | 46.60 | 57.19 | 80.24 | 65.17 | 24.14 | 32.96 | 31.94 |
92
+ | 16 | void.1 | dotlabs | 90.1M | 46.45 | 54.46 | 71.12 | 52.01 | 31.91 | 40.70 | 35.25 |
93
+ | 17 | Supra2-100M | SupraLabs | 100.7M | 45.38 | 58.14 | 73.42 | 64.67 | 26.62 | 21.75 | 41.77 |
94
+ | 18 | Haidass1.5-143M | DALabCommunity | 143.1M | 43.74 | 40.69 | 78.47 | 59.61 | 29.38 | 28.34 | 35.88 |
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+ | 19 | Flare | SurjoLabs | 130.4M | 43.62 | 37.17 | 69.03 | 72.98 | 28.14 | 27.49 | 37.43 |
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+ | 20 | Pythia-160M | EleutherAI | 162.3M | 42.47 | 58.69 | 72.57 | 48.51 | 25.48 | 26.79 | 33.69 |
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+ | 21 | Rose-Pro | GODELEV | 151.3M | 42.04 | 32.53 | 75.97 | 57.43 | 32.67 | 27.67 | 33.92 |
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+ | 22 | Supra-50M-Base | SupraLabs | 51.8M | 40.11 | 45.11 | 75.34 | 60.57 | 30.20 | 12.54 | 29.40 |
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+ | 23 | Surjo-50m | SurjoLabs | 53.8M | 38.83 | 43.13 | 76.84 | 42.01 | 29.38 | 22.80 | 27.34 |
100
+ | 24 | Surjo-100m | SurjoLabs | 97.7M | 37.26 | 25.35 | 68.33 | 55.16 | 29.10 | 19.63 | 34.58 |
101
+ | 25 | Rambley-150M-Base | allura-org | 149.9M | 33.64 | 36.97 | 56.20 | 42.99 | 21.82 | 21.38 | 30.50 |
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+ | 26 | Supra2-Medium-Base | SupraLabs | 25.4M | 26.70 | 0.44 | 57.07 | 49.50 | 19.50 | 14.35 | 25.84 |
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+ | 27 | Pythia-70M | EleutherAI | 70.4M | 25.45 | 24.57 | 48.26 | 34.54 | 14.69 | 18.18 | 18.47 |
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+ | 28 | ForgePlex-M2-9M | ForgeWorks | 9.9M | 23.78 | 31.47 | 34.27 | 22.97 | 22.38 | 15.08 | 19.85 |
105
+ | 29 | BananaMind-2-Nano | BananaMind | 10.0M | 21.51 | 11.25 | 46.03 | 27.90 | 17.31 | 14.96 | 15.21 |
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+ | 30 | NCN-RW | AxiomicLabs | 9.7M | 18.99 | 16.26 | 33.53 | 18.52 | 18.13 | 12.63 | 17.27 |
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+ | 31 | Spark-2A | SurjoLabs | 9.1M | 18.86 | 13.96 | 42.59 | 15.97 | 16.46 | 12.80 | 14.20 |
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+ | 32 | Pythia-14M | EleutherAI | 14.1M | 15.10 | 4.00 | 33.19 | 23.44 | 4.84 | 13.80 | 15.19 |
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+ | 33 | StorySupra-10M | SupraLabs | 12.6M | 14.46 | 4.36 | 13.90 | 0.80 | 34.15 | 5.15 | 24.97 |
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+ | 34 | SupraNeo-4M | SupraLabs | 4.1M | 14.31 | 3.33 | 29.06 | 19.72 | 14.70 | 8.66 | 12.14 |
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+ | 35 | pulvis-v2 | bench-labs | 3.0M | 13.94 | 3.11 | 33.19 | 6.10 | 12.22 | 16.27 | 12.52 |
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+ | 36 | BananaMind-2-Micro | BananaMind | 2.9M | 12.04 | 7.35 | 16.58 | 3.81 | 15.89 | 14.29 | 12.25 |
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+ | 37 | Supra-Mini-v5-8M-FINAL | SupraLabs | 7.9M | 11.95 | 0.00 | 28.17 | 19.50 | 9.22 | 5.86 | 11.85 |
114
+ | 38 | Tokle-3M | techdotus | 2.9M | 11.89 | 0.00 | 24.05 | 9.36 | 10.32 | 10.50 | 18.07 |
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+ | 39 | Supra-Mini-v3-0.5M | SupraLabs | 467648 | 3.05 | 0.00 | 3.70 | 0.72 | 1.55 | 5.88 | 5.98 |
116
 
117
  > Note: we did NOT rank every model that is ranked on the [Open SLM Leaderboard](https://huggingface.co/spaces/AxiomicLabs/Open_SLM_Leaderboard). If you have new ranks, you can post them in your model card.
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