Download models_2026.json from IAExplore/iaexplore-hardware: direct link, hf CLI and curl.
- Browser
- Download file 5.34 kB
-
https://huggingface.co/datasets/IAExplore/iaexplore-hardware/resolve/main/models_2026.json
- Command line
-
hf download hf://datasets/IAExplore/iaexplore-hardware/models_2026.json
-
curl -L -o models_2026.json https://huggingface.co/datasets/IAExplore/iaexplore-hardware/resolve/main/models_2026.json
5.34 kB
| { | |
| "version": "2026.1.0", | |
| "citation": "https://www.iaexplore.com/neural-network-sim/", | |
| "documentation": "https://www.iaexplore.com/html/en/blog/ai/npu-tpu-gpu-ai-hardware-guide.html", | |
| "models": { | |
| "llama-3.3-70b": { | |
| "id": "llama-3.3-70b", | |
| "name": "Meta Llama 3.3 70B Instruct", | |
| "family": "Llama 3.3", | |
| "architecture": "dense", | |
| "total_params_b": 70.6, | |
| "active_params_b": 70.6, | |
| "num_hidden_layers": 80, | |
| "num_attention_heads": 64, | |
| "num_key_value_heads": 8, | |
| "head_dim": 128, | |
| "hidden_size": 8192, | |
| "intermediate_size": 28672, | |
| "vocab_size": 128256, | |
| "max_context_length": 131072, | |
| "default_context": 32768, | |
| "gqa_factor": 8.0, | |
| "reference_url": "https://www.iaexplore.com/html/en/blog/ai/npu-tpu-gpu-ai-hardware-guide.html" | |
| }, | |
| "llama-3.1-8b": { | |
| "id": "llama-3.1-8b", | |
| "name": "Meta Llama 3.1 8B Instruct", | |
| "family": "Llama 3.1", | |
| "architecture": "dense", | |
| "total_params_b": 8.03, | |
| "active_params_b": 8.03, | |
| "num_hidden_layers": 32, | |
| "num_attention_heads": 32, | |
| "num_key_value_heads": 8, | |
| "head_dim": 128, | |
| "hidden_size": 4096, | |
| "intermediate_size": 14336, | |
| "vocab_size": 128256, | |
| "max_context_length": 131072, | |
| "default_context": 8192, | |
| "gqa_factor": 4.0, | |
| "reference_url": "https://www.iaexplore.com/html/es/blog/ia/npu-tpu-gpu-guia-hardware-inteligencia-artificial.html" | |
| }, | |
| "deepseek-r1-14b": { | |
| "id": "deepseek-r1-14b", | |
| "name": "DeepSeek R1 Distill Qwen 14B", | |
| "family": "DeepSeek R1", | |
| "architecture": "dense", | |
| "total_params_b": 14.8, | |
| "active_params_b": 14.8, | |
| "num_hidden_layers": 48, | |
| "num_attention_heads": 40, | |
| "num_key_value_heads": 8, | |
| "head_dim": 128, | |
| "hidden_size": 5120, | |
| "intermediate_size": 13824, | |
| "vocab_size": 129280, | |
| "max_context_length": 131072, | |
| "default_context": 32768, | |
| "gqa_factor": 5.0, | |
| "reference_url": "https://www.iaexplore.com/html/en/blog/ai/npu-tpu-gpu-ai-hardware-guide.html" | |
| }, | |
| "deepseek-r1-32b": { | |
| "id": "deepseek-r1-32b", | |
| "name": "DeepSeek R1 Distill Qwen 32B", | |
| "family": "DeepSeek R1", | |
| "architecture": "dense", | |
| "total_params_b": 32.8, | |
| "active_params_b": 32.8, | |
| "num_hidden_layers": 64, | |
| "num_attention_heads": 40, | |
| "num_key_value_heads": 8, | |
| "head_dim": 128, | |
| "hidden_size": 5120, | |
| "intermediate_size": 27648, | |
| "vocab_size": 129280, | |
| "max_context_length": 131072, | |
| "default_context": 32768, | |
| "gqa_factor": 5.0, | |
| "reference_url": "https://www.iaexplore.com/html/es/blog/ia/npu-tpu-gpu-guia-hardware-inteligencia-artificial.html" | |
| }, | |
| "qwen-2.5-coder-32b": { | |
| "id": "qwen-2.5-coder-32b", | |
| "name": "Qwen 2.5 Coder 32B Instruct", | |
| "family": "Qwen 2.5", | |
| "architecture": "dense", | |
| "total_params_b": 32.5, | |
| "active_params_b": 32.5, | |
| "num_hidden_layers": 64, | |
| "num_attention_heads": 40, | |
| "num_key_value_heads": 8, | |
| "head_dim": 128, | |
| "hidden_size": 5120, | |
| "intermediate_size": 27648, | |
| "vocab_size": 152064, | |
| "max_context_length": 131072, | |
| "default_context": 32768, | |
| "gqa_factor": 5.0, | |
| "reference_url": "https://www.iaexplore.com/html/en/blog/ai/npu-tpu-gpu-ai-hardware-guide.html" | |
| }, | |
| "mixtral-8x7b-moe": { | |
| "id": "mixtral-8x7b-moe", | |
| "name": "Mistral AI Mixtral 8x7B MoE", | |
| "family": "Mixtral", | |
| "architecture": "moe", | |
| "total_params_b": 46.7, | |
| "active_params_b": 12.9, | |
| "num_hidden_layers": 32, | |
| "num_attention_heads": 32, | |
| "num_key_value_heads": 8, | |
| "head_dim": 128, | |
| "hidden_size": 4096, | |
| "intermediate_size": 14336, | |
| "vocab_size": 32000, | |
| "max_context_length": 32768, | |
| "default_context": 16384, | |
| "gqa_factor": 4.0, | |
| "num_experts": 8, | |
| "num_experts_per_tok": 2, | |
| "reference_url": "https://www.iaexplore.com/html/en/blog/ai/npu-tpu-gpu-ai-hardware-guide.html" | |
| }, | |
| "gemma-2-9b": { | |
| "id": "gemma-2-9b", | |
| "name": "Google Gemma 2 9B Instruct", | |
| "family": "Gemma 2", | |
| "architecture": "dense", | |
| "total_params_b": 9.24, | |
| "active_params_b": 9.24, | |
| "num_hidden_layers": 42, | |
| "num_attention_heads": 16, | |
| "num_key_value_heads": 8, | |
| "head_dim": 256, | |
| "hidden_size": 3584, | |
| "intermediate_size": 14336, | |
| "vocab_size": 256000, | |
| "max_context_length": 8192, | |
| "default_context": 8192, | |
| "gqa_factor": 2.0, | |
| "reference_url": "https://www.iaexplore.com/html/en/blog/ai/npu-tpu-gpu-ai-hardware-guide.html" | |
| }, | |
| "phi-4-14b": { | |
| "id": "phi-4-14b", | |
| "name": "Microsoft Phi-4 14B", | |
| "family": "Phi-4", | |
| "architecture": "dense", | |
| "total_params_b": 14.7, | |
| "active_params_b": 14.7, | |
| "num_hidden_layers": 40, | |
| "num_attention_heads": 40, | |
| "num_key_value_heads": 10, | |
| "head_dim": 128, | |
| "hidden_size": 5120, | |
| "intermediate_size": 17920, | |
| "vocab_size": 100352, | |
| "max_context_length": 16384, | |
| "default_context": 16384, | |
| "gqa_factor": 4.0, | |
| "reference_url": "https://www.iaexplore.com/html/es/blog/ia/npu-tpu-gpu-guia-hardware-inteligencia-artificial.html" | |
| } | |
| } | |
| } | |