# Programming Task Optimization

Falcon-H1 is a causal decoder-only language model with a hybrid Transformers+Mamba architecture developed by TII, supporting English with outstanding performance.

The IBM Granite 8B Code Instruct model is an AI model focused on code generation and explanation, supporting multiple programming languages and excelling in benchmarks like HumanEval.

A large language model fine-tuned based on Mistral-7b-v0.2, specializing in hacking techniques and programming-related tasks

WizardCoder-33B-V1.1 is an open-source large language model for code trained on deepseek-coder-33b-base, achieving outstanding performance on benchmarks like HumanEval and MBPP, making it the SOTA open-source code LLM.