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DeepXR
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Helion-V2

Text Generation
Transformers
PyTorch
helion
conversational
code
instruction-following
causal-lm
llm
reasoning
multilingual
custom_code
Eval Results
Model card Files
xet
Community
Helion-V2
File size: 1,481 Bytes 
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{
  "bf16": {
    "enabled": true
  },
  "zero_optimization": {
    "stage": 3,
    "offload_optimizer": {
      "device": "cpu",
      "pin_memory": true
    },
    "offload_param": {
      "device": "cpu",
      "pin_memory": true
    },
    "overlap_comm": true,
    "contiguous_gradients": true,
    "sub_group_size": 1e9,
    "reduce_bucket_size": 5e8,
    "stage3_prefetch_bucket_size": 5e8,
    "stage3_param_persistence_threshold": 1e6,
    "stage3_max_live_parameters": 1e9,
    "stage3_max_reuse_distance": 1e9,
    "stage3_gather_16bit_weights_on_model_save": true
  },
  "gradient_accumulation_steps": 32,
  "gradient_clipping": 1.0,
  "steps_per_print": 10,
  "train_batch_size": "auto",
  "train_micro_batch_size_per_gpu": "auto",
  "wall_clock_breakdown": false,
  "communication_data_type": "bf16",
  "prescale_gradients": false,
  "sparse_gradients": false,
  "compression_training": {
    "weight_quantization": {
      "shared_parameters": {},
      "different_groups": {}
    },
    "activation_quantization": {
      "shared_parameters": {},
      "different_groups": {}
    },
    "sparse_pruning": {
      "shared_parameters": {},
      "different_groups": {}
    }
  },
  "flops_profiler": {
    "enabled": false,
    "profile_step": 1,
    "module_depth": -1,
    "top_modules": 1,
    "detailed": true,
    "output_file": null
  },
  "tensorboard": {
    "enabled": true,
    "output_path": "./logs/tensorboard",
    "job_name": "helion_v2_training"
  }
}