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Helion-OSC

Text Generation
Transformers
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English
code
helion-osc
mathematics
reasoning
algorithm
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Model card Files
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Helion-OSC
File size: 2,842 Bytes 
1589966
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "_from_model_config": true,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "pad_token_id": 0,
  "transformers_version": "4.40.0",
  "model_type": "helion-osc",
  "do_sample": true,
  "temperature": 0.7,
  "top_p": 0.95,
  "top_k": 50,
  "repetition_penalty": 1.05,
  "length_penalty": 1.0,
  "no_repeat_ngram_size": 3,
  "encoder_no_repeat_ngram_size": 0,
  "num_beams": 1,
  "num_beam_groups": 1,
  "diversity_penalty": 0.0,
  "early_stopping": false,
  "max_length": 16384,
  "max_new_tokens": null,
  "min_length": 0,
  "min_new_tokens": null,
  "exponential_decay_length_penalty": null,
  "remove_invalid_values": false,
  "output_scores": false,
  "output_attentions": false,
  "output_hidden_states": false,
  "return_dict_in_generate": false,
  "forced_bos_token_id": null,
  "forced_eos_token_id": null,
  "suppress_tokens": null,
  "begin_suppress_tokens": null,
  "use_cache": true,
  "task_profiles": {
    "code_generation_creative": {
      "temperature": 0.8,
      "top_p": 0.95,
      "top_k": 60,
      "repetition_penalty": 1.08,
      "max_new_tokens": 4096,
      "description": "Creative code generation with diverse solutions"
    },
    "code_generation_precise": {
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      "top_k": 40,
      "repetition_penalty": 1.02,
      "max_new_tokens": 4096,
      "do_sample": false,
      "description": "Precise, deterministic code generation"
    },
    "mathematical_proof": {
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      "top_p": 0.8,
      "top_k": 30,
      "repetition_penalty": 1.0,
      "max_new_tokens": 3072,
      "do_sample": false,
      "description": "Rigorous mathematical proofs and derivations"
    },
    "algorithm_optimization": {
      "temperature": 0.5,
      "top_p": 0.92,
      "top_k": 50,
      "repetition_penalty": 1.1,
      "max_new_tokens": 3072,
      "description": "Algorithm design with optimization focus"
    },
    "code_explanation": {
      "temperature": 0.6,
      "top_p": 0.9,
      "top_k": 45,
      "repetition_penalty": 1.05,
      "max_new_tokens": 2048,
      "description": "Detailed code explanations and documentation"
    },
    "debugging_analysis": {
      "temperature": 0.4,
      "top_p": 0.88,
      "top_k": 40,
      "repetition_penalty": 1.0,
      "max_new_tokens": 2048,
      "do_sample": false,
      "description": "Systematic debugging and error analysis"
    },
    "competitive_programming": {
      "temperature": 0.65,
      "top_p": 0.93,
      "top_k": 55,
      "repetition_penalty": 1.12,
      "max_new_tokens": 2048,
      "description": "Competitive programming solutions"
    },
    "system_design": {
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      "top_p": 0.94,
      "top_k": 55,
      "repetition_penalty": 1.06,
      "max_new_tokens": 4096,
      "description": "System architecture and design patterns"
    }
  }
}