wattgpu / data /models /meta.json
maufadel's picture
Fixed errors because of bug dropping H100
6b85809
Raw History Blame Contribute Delete
3.28 kB
{
"seen_models": [
"01-ai/Yi-1.5-6B-Chat",
"01-ai/Yi-1.5-9B-Chat",
"EleutherAI/gpt-j-6b",
"EleutherAI/gpt-neox-20b",
"HuggingFaceTB/SmolLM2-1.7B-Instruct",
"Qwen/Qwen2.5-0.5B-Instruct",
"Qwen/Qwen2.5-1.5B-Instruct",
"Qwen/Qwen2.5-3B-Instruct",
"Qwen/Qwen2.5-7B-Instruct",
"Qwen/Qwen3-14B",
"allenai/OLMo-2-1124-13B-Instruct",
"allenai/OLMo-2-1124-7B-Instruct",
"berkeley-nest/Starling-LM-7B-alpha",
"deepseek-ai/deepseek-llm-7b-chat",
"google/gemma-2-2b-it",
"google/gemma-3-12b-it",
"google/gemma-3-27b-it",
"ibm-granite/granite-3.0-2b-instruct",
"ibm-granite/granite-3.0-8b-instruct",
"internlm/internlm2-7b",
"internlm/internlm2_5-20b-chat",
"meta-llama/Llama-2-13b-chat-hf",
"meta-llama/Llama-3.1-8B-Instruct",
"meta-llama/Llama-3.2-3B-Instruct",
"microsoft/Phi-3-medium-4k-instruct",
"microsoft/Phi-3-mini-4k-instruct",
"microsoft/phi-2",
"microsoft/phi-4",
"mistralai/Mistral-7B-Instruct-v0.3",
"mistralai/Mistral-Small-24B-Instruct-2501",
"mistralai/Mistral-Small-Instruct-2409",
"mlabonne/AlphaMonarch-7B",
"mlabonne/NeuralBeagle14-7B",
"nvidia/AceMath-1.5B-Instruct",
"nvidia/AceMath-7B-Instruct",
"nvidia/Llama-3.1-Minitron-4B-Width-Base",
"nvidia/Mistral-NeMo-Minitron-8B-Instruct",
"nvidia/Nemotron-Mini-4B-Instruct",
"openai-community/gpt2",
"tiiuae/Falcon3-3B-Instruct",
"upstage/SOLAR-10.7B-Instruct-v1.0",
"upstage/solar-pro-preview-instruct"
],
"seen_gpus": [
"A100 SXM4 40 GB",
"A30 PCIe",
"H100 NVL 94 GB",
"H200 NVL",
"L4",
"L40S",
"Tesla T4",
"Tesla V100 SXM2 32 GB"
],
"power_features": [
"scenario",
"log_total_b_params",
"model_type",
"num_key_value_heads",
"num_layers",
"memory_bandwidth_gb_s",
"boost_percentage",
"transistor_count_m",
"base_clock_mhz",
"release_year",
"bandwidth_latency"
],
"itl_features": [
"scenario",
"model_type",
"total_b_params",
"hidden_size",
"num_attention_heads",
"num_key_value_heads",
"num_layers",
"memory_bandwidth_gb_s",
"memory_size_gb",
"memory_type",
"tflops_16b",
"release_year",
"bandwidth_latency",
"compute_latency_s"
],
"tier_accuracy_mdape": {
"power": {
"green": {
"offline": 1.8,
"server": 5.6
},
"yellow": {
"offline": 2.1,
"server": 6.6
},
"orange": {
"offline": 3.6,
"server": 15.1
},
"red": {
"offline": 4.0,
"server": 16.9
}
},
"itl": {
"green": {
"offline": 12.8,
"server": 4.9
},
"yellow": {
"offline": 15.6,
"server": 5.6
},
"orange": {
"offline": 24.9,
"server": 8.5
},
"red": {
"offline": 36.2,
"server": 8.6
}
}
},
"log_transformed_targets": [
"itl"
],
"n_training_runs": {
"power": 4213,
"itl": 4163
},
"gpu_tdp": {
"A100 SXM4 40 GB": 400.0,
"A30 PCIe": 165.0,
"H100 NVL 94 GB": 400.0,
"H200 NVL": 700.0,
"L4": 72.0,
"L40S": 350.0,
"Tesla T4": 70.0,
"Tesla V100 SXM2 32 GB": 300.0
}
}