cognirank / models.json
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{
"schema_version": 1,
"description": "CogniRank model registry. Rows with evaluation_status=demo contain fictional scores for the UI prototype only. A verified leaderboard should use evaluated rows. Pending models can be submitted with scores set to null.",
"evaluation_weights": {
"smolcua": 0.2,
"mbpp_plus": 0.2,
"marc": 0.2,
"bbh": 0.2,
"ttm": 0.1,
"trip": 0.1
},
"models": [
{
"id": "preview-01",
"name": "void.2",
"organization": "DotLabs",
"parameters": "98M",
"hf_repo": null,
"evaluation_status": "demo",
"scores": {
"smolcua": 72,
"mbpp_plus": 62,
"marc": 81,
"bbh": 68,
"ttm": 64,
"trip": 71
}
},
{
"id": "preview-02",
"name": "Qwen2.5-0.5B",
"organization": "Qwen",
"parameters": "500M",
"hf_repo": null,
"evaluation_status": "demo",
"scores": {
"smolcua": 76,
"mbpp_plus": 71,
"marc": 64,
"bbh": 73,
"ttm": 68,
"trip": 62
}
},
{
"id": "preview-03",
"name": "SmolLM2-360M",
"organization": "Hugging Face",
"parameters": "360M",
"hf_repo": null,
"evaluation_status": "demo",
"scores": {
"smolcua": 69,
"mbpp_plus": 67,
"marc": 66,
"bbh": 69,
"ttm": 67,
"trip": 65
}
},
{
"id": "preview-04",
"name": "SmolLM2-135M",
"organization": "Hugging Face",
"parameters": "135M",
"hf_repo": null,
"evaluation_status": "demo",
"scores": {
"smolcua": 63,
"mbpp_plus": 53,
"marc": 69,
"bbh": 59,
"ttm": 64,
"trip": 58
}
},
{
"id": "preview-05",
"name": "void.1",
"organization": "DotLabs",
"parameters": "90M",
"hf_repo": null,
"evaluation_status": "demo",
"scores": {
"smolcua": 58,
"mbpp_plus": 47,
"marc": 70,
"bbh": 62,
"ttm": 59,
"trip": 66
}
},
{
"id": "preview-06",
"name": "MobileLLM-125M",
"organization": "Meta",
"parameters": "125M",
"hf_repo": null,
"evaluation_status": "demo",
"scores": {
"smolcua": 60,
"mbpp_plus": 50,
"marc": 59,
"bbh": 60,
"ttm": 63,
"trip": 55
}
},
{
"id": "preview-07",
"name": "Pythia-160M",
"organization": "EleutherAI",
"parameters": "160M",
"hf_repo": null,
"evaluation_status": "demo",
"scores": {
"smolcua": 56,
"mbpp_plus": 49,
"marc": 61,
"bbh": 55,
"ttm": 55,
"trip": 58
}
},
{
"id": "preview-08",
"name": "SmolLM-135M",
"organization": "Hugging Face",
"parameters": "135M",
"hf_repo": null,
"evaluation_status": "demo",
"scores": {
"smolcua": 54,
"mbpp_plus": 44,
"marc": 61,
"bbh": 58,
"ttm": 58,
"trip": 53
}
},
{
"id": "preview-09",
"name": "RWKV-4-169M",
"organization": "RWKV",
"parameters": "169M",
"hf_repo": null,
"evaluation_status": "demo",
"scores": {
"smolcua": 56,
"mbpp_plus": 45,
"marc": 57,
"bbh": 55,
"ttm": 56,
"trip": 53
}
},
{
"id": "preview-10",
"name": "OPT-125M",
"organization": "Meta",
"parameters": "125M",
"hf_repo": null,
"evaluation_status": "demo",
"scores": {
"smolcua": 50,
"mbpp_plus": 45,
"marc": 54,
"bbh": 58,
"ttm": 54,
"trip": 50
}
},
{
"id": "preview-11",
"name": "GPT-2-124M",
"organization": "OpenAI",
"parameters": "124M",
"hf_repo": null,
"evaluation_status": "demo",
"scores": {
"smolcua": 46,
"mbpp_plus": 44,
"marc": 54,
"bbh": 56,
"ttm": 50,
"trip": 49
}
},
{
"id": "preview-12",
"name": "Pythia-70M",
"organization": "EleutherAI",
"parameters": "70M",
"hf_repo": null,
"evaluation_status": "demo",
"scores": {
"smolcua": 44,
"mbpp_plus": 39,
"marc": 49,
"bbh": 48,
"ttm": 52,
"trip": 47
}
},
{
"id": "preview-13",
"name": "TinyLlama-1.1B",
"organization": "TinyLlama",
"parameters": "1.1B",
"hf_repo": null,
"evaluation_status": "demo",
"scores": {
"smolcua": 69,
"mbpp_plus": 61,
"marc": 63,
"bbh": 65,
"ttm": 62,
"trip": 61
}
},
{
"id": "preview-14",
"name": "StableLM-2-1.6B",
"organization": "Stability AI",
"parameters": "1.6B",
"hf_repo": null,
"evaluation_status": "demo",
"scores": {
"smolcua": 73,
"mbpp_plus": 67,
"marc": 68,
"bbh": 70,
"ttm": 64,
"trip": 64
}
},
{
"id": "preview-15",
"name": "SmolLM2-1.7B",
"organization": "Hugging Face",
"parameters": "1.7B",
"hf_repo": null,
"evaluation_status": "demo",
"scores": {
"smolcua": 78,
"mbpp_plus": 70,
"marc": 76,
"bbh": 74,
"ttm": 73,
"trip": 70
}
},
{
"id": "preview-16",
"name": "Qwen2.5-1.5B",
"organization": "Qwen",
"parameters": "1.5B",
"hf_repo": null,
"evaluation_status": "demo",
"scores": {
"smolcua": 81,
"mbpp_plus": 78,
"marc": 77,
"bbh": 79,
"ttm": 74,
"trip": 73
}
},
{
"id": "preview-17",
"name": "Pythia-410M",
"organization": "EleutherAI",
"parameters": "410M",
"hf_repo": null,
"evaluation_status": "demo",
"scores": {
"smolcua": 64,
"mbpp_plus": 55,
"marc": 63,
"bbh": 61,
"ttm": 58,
"trip": 59
}
},
{
"id": "preview-18",
"name": "SmolLM-360M",
"organization": "Hugging Face",
"parameters": "360M",
"hf_repo": null,
"evaluation_status": "demo",
"scores": {
"smolcua": 62,
"mbpp_plus": 54,
"marc": 59,
"bbh": 59,
"ttm": 61,
"trip": 56
}
},
{
"id": "preview-19",
"name": "GPT-Neo-125M",
"organization": "EleutherAI",
"parameters": "125M",
"hf_repo": null,
"evaluation_status": "demo",
"scores": {
"smolcua": 49,
"mbpp_plus": 42,
"marc": 51,
"bbh": 51,
"ttm": 49,
"trip": 50
}
},
{
"id": "preview-20",
"name": "OPT-350M",
"organization": "Meta",
"parameters": "350M",
"hf_repo": null,
"evaluation_status": "demo",
"scores": {
"smolcua": 61,
"mbpp_plus": 50,
"marc": 59,
"bbh": 63,
"ttm": 61,
"trip": 55
}
},
{
"id": "preview-21",
"name": "RWKV-4-430M",
"organization": "RWKV",
"parameters": "430M",
"hf_repo": null,
"evaluation_status": "demo",
"scores": {
"smolcua": 64,
"mbpp_plus": 55,
"marc": 57,
"bbh": 61,
"ttm": 60,
"trip": 59
}
},
{
"id": "preview-22",
"name": "Pythia-1B",
"organization": "EleutherAI",
"parameters": "1B",
"hf_repo": null,
"evaluation_status": "demo",
"scores": {
"smolcua": 70,
"mbpp_plus": 62,
"marc": 65,
"bbh": 69,
"ttm": 65,
"trip": 64
}
}
],
"submission_template": {
"id": "yourname-yourmodel",
"name": "Your Model",
"organization": "Your name or organization",
"parameters": "100M",
"hf_repo": "yourname/yourmodel",
"revision": "main",
"pretrained_by_submitter": true,
"pretraining_evidence_url": "https://huggingface.co/yourname/yourmodel",
"evaluation_status": "pending",
"scores": null
}
}