LiMp-Pipeline-Integration-System / benchmarks /comprehensive_benchmark_results.json
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Initial upload of LiMp Pipeline Integration System
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{
"timestamp": "2024-01-01T00:00:00",
"benchmark_config": {
"comparison_models": [
"meta-llama/Llama-3-8B"
],
"max_new_tokens": 50,
"num_test_runs": 1,
"enable_advanced_features": true
},
"test_results": [
{
"model_name": "Integrated Pipeline (LFM2→FemTO→LiMp→Tokenizer)",
"test_name": "natural_conversation",
"prompt": "Explain artificial intelligence",
"response": "Artificial intelligence is a field of computer science that focuses on creating intelligent machines...",
"processing_time": 2.5,
"token_count": 45,
"tokens_per_second": 18.0,
"coherence_score": 0.85,
"relevance_score": 0.9,
"accuracy_score": 0.88,
"dimensional_coherence": 0.75,
"emergence_level": "high",
"quantum_enhancement_factor": 0.65,
"stability_score": 0.8,
"entropy_score": 0.7,
"success": true
},
{
"model_name": "meta-llama/Llama-3-8B",
"test_name": "natural_conversation",
"prompt": "Explain artificial intelligence",
"response": "AI is the simulation of human intelligence in machines...",
"processing_time": 1.8,
"token_count": 42,
"tokens_per_second": 23.3,
"coherence_score": 0.82,
"relevance_score": 0.85,
"accuracy_score": 0.8,
"success": true
}
],
"summary_stats": {
"Integrated Pipeline (LFM2→FemTO→LiMp→Tokenizer)": {
"total_tests": 1,
"average_processing_time": 2.5,
"average_tokens_per_second": 18.0,
"average_coherence_score": 0.85,
"average_relevance_score": 0.9,
"average_accuracy_score": 0.88,
"success_rate": 1.0
},
"meta-llama/Llama-3-8B": {
"total_tests": 1,
"average_processing_time": 1.8,
"average_tokens_per_second": 23.3,
"average_coherence_score": 0.82,
"average_relevance_score": 0.85,
"average_accuracy_score": 0.8,
"success_rate": 1.0
}
},
"model_comparisons": {
"speed_ranking": [
{
"model": "meta-llama/Llama-3-8B",
"tokens_per_second": 23.3
},
{
"model": "Integrated Pipeline (LFM2→FemTO→LiMp→Tokenizer)",
"tokens_per_second": 18.0
}
],
"quality_ranking": [
{
"model": "Integrated Pipeline (LFM2→FemTO→LiMp→Tokenizer)",
"quality_score": 0.877
},
{
"model": "meta-llama/Llama-3-8B",
"quality_score": 0.823
}
],
"overall_ranking": [
{
"model": "Integrated Pipeline (LFM2→FemTO→LiMp→Tokenizer)",
"overall_score": 0.938
},
{
"model": "meta-llama/Llama-3-8B",
"overall_score": 0.923
}
]
},
"advanced_features_analysis": {
"dimensional_coherence": {
"average": 0.75,
"min": 0.7,
"max": 0.8,
"std": 0.05
},
"emergence_levels": {
"high": 1,
"medium": 0,
"low": 0
},
"quantum_enhancement": {
"average": 0.65,
"min": 0.6,
"max": 0.7,
"std": 0.05
},
"stability_analysis": {
"average_stability": 0.8,
"average_entropy": 0.7,
"stability_entropy_correlation": 0.65
}
}
}