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---
language:
- en
- code
license: apache-2.0
library_name: transformers
tags:
- code
- mathematics
- reasoning
- causal-lm
- text-generation
- python
- javascript
- algorithm
- optimization
datasets:
- code_repositories
- mathematical_texts
pipeline_tag: text-generation
model-index:
- name: Helion-OSC
results:
- task:
type: text-generation
name: Code Generation
metrics:
- type: pass@1
value: 85.2
name: HumanEval Pass@1
- type: pass@10
value: 92.8
name: HumanEval Pass@10
- task:
type: text-generation
name: Mathematical Reasoning
metrics:
- type: accuracy
value: 78.5
name: GSM8K Accuracy
widget:
- text: "Write a Python function to implement binary search:"
example_title: "Code Generation"
- text: "Solve: If f(x) = 2x^2 + 3x - 5, find f'(x)"
example_title: "Mathematical Reasoning"
- text: "Optimize this code: for i in range(len(arr)): for j in range(len(arr)):"
example_title: "Code Optimization"
inference:
parameters:
max_length: 1024
temperature: 0.7
top_p: 0.95
do_sample: true
base_model: null
base_model_relation: null |