| { | |
| "model_name": "radon-dark-ultima", | |
| "model_type": "mistral", | |
| "hidden_size": 16384, | |
| "num_layers": 200, | |
| "num_attention_heads": 128, | |
| "num_kv_heads": 16, | |
| "intermediate_size": 65536, | |
| "vocab_size": 256000, | |
| "max_position_embeddings": 32768, | |
| "sliding_window": 16384, | |
| "rope_theta": 100000.0, | |
| "rms_norm_eps": 1e-06, | |
| "activation_function": "silu", | |
| "layer_norm_eps": 1e-06, | |
| "use_cache": true, | |
| "output_attentions": false, | |
| "output_hidden_states": false, | |
| "torch_dtype": "float16", | |
| "pad_token_id": 0, | |
| "eos_token_id": 2, | |
| "bos_token_id": 1, | |
| "unk_token_id": 3, | |
| "attention_dropout": 0.0, | |
| "hidden_dropout": 0.0, | |
| "initializer_range": 0.02, | |
| "use_flash_attention_2": true, | |
| "gradient_checkpointing": true, | |
| "tie_word_embeddings": false, | |
| "architectures": [ | |
| "MistralForCausalLM" | |
| ], | |
| "auto_map": { | |
| "AutoModelForCausalLM": "models.mistral_model.MistralForCausalLM" | |
| }, | |
| "transformers_version": "4.36.0", | |
| "model_size": "5TB", | |
| "parameters": 2500000000000, | |
| "context_length": 32768, | |
| "languages": [ | |
| "russian", | |
| "english", | |
| "code", | |
| "multilingual" | |
| ], | |
| "optimizations": [ | |
| "flash_attention_2", | |
| "gradient_checkpointing", | |
| "fp16", | |
| "int8_hybrid", | |
| "sharded_weights", | |
| "tensor_parallel", | |
| "pipeline_parallel", | |
| "expert_parallel" | |
| ], | |
| "performance": { | |
| "memory_efficient": true, | |
| "speed_optimized": true, | |
| "production_ready": false, | |
| "experimental": true, | |
| "ultra_large_scale": true | |
| }, | |
| "sharding": { | |
| "enabled": true, | |
| "total_shards": 100, | |
| "shard_size_gb": 50, | |
| "strategy": "layer_wise", | |
| "quantization": "fp16_int8_hybrid" | |
| }, | |
| "hardware_requirements": { | |
| "minimum_vram": "5TB", | |
| "recommended_vram": "10TB+", | |
| "minimum_ram": "10TB", | |
| "recommended_ram": "20TB+", | |
| "storage": "15TB+", | |
| "gpu_types": [ | |
| "A100", | |
| "H100", | |
| "RTX 4090 x16+" | |
| ] | |
| }, | |
| "creator": "MagistrTheOne", | |
| "description": "RadonDarkUltima: 5TB parameter ultra-large scale Mistral-based Russian-English transformer. Experimental model requiring massive computational resources." | |
| } |