Hugging Face's logo

DeepXR
/
Helion-OSC

Text Generation
Transformers
Safetensors
English
code
helion-osc
mathematics
reasoning
algorithm
causal-lm
conversational
bitsandbytes
Model card Files
xet
 Community
3
Helion-OSC
File size: 2,842 Bytes
1589966
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
{
  "_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": {
      "temperature": 0.3,
      "top_p": 0.85,
      "top_k": 40,
      "repetition_penalty": 1.02,
      "max_new_tokens": 4096,
      "do_sample": false,
      "description": "Precise, deterministic code generation"
    },
    "mathematical_proof": {
      "temperature": 0.2,
      "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": {
      "temperature": 0.7,
      "top_p": 0.94,
      "top_k": 55,
      "repetition_penalty": 1.06,
      "max_new_tokens": 4096,
      "description": "System architecture and design patterns"
    }
  }
}