File size: 2,700 Bytes
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"status": "prompt_generation_completed",
"base_model": "HuggingFaceTB/SmolLM2-135M",
"accepted_layers": [
0
],
"memory_fusion_config": {
"feature_dim": 32,
"memory_rank": 64,
"dilations": [
1,
2,
4,
8,
16,
32,
64,
128
],
"shifted_window": 8,
"train_output_projection": true
},
"last_accepted_report": {
"layer": 0,
"accepted": true,
"steps": 125,
"nmse": 0.018665021285414696,
"cosine": 0.9919254779815674,
"probe_nll": 2.9270507097244263,
"incremental_delta_nll": 0.01395869255065918,
"cumulative_delta_nll": 0.01395869255065918,
"round": 4
},
"tests": [
{
"prompt": "Austria is a country in Central Europe. The capital of Austria is",
"baseline": "Austria is a country in Central Europe. The capital of Austria is Vienna.\n\nAustria is a country in Central Europe. The capital of Austria is Vienna.\n\nAustria",
"memory_fusion": "Austria is a country in Central Europe. The capital of Austria is Vienna. The country is bordered by Germany to the north, Italy to the east, Slovenia to the south, and Hungary"
},
{
"prompt": "Question: What is the capital of Austria?\nAnswer:",
"baseline": "Question: What is the capital of Austria?\nAnswer: Vienna.\n\nQuestion: What is the capital of Austria?\nAnswer: Vienna.\n\nQuestion: What is",
"memory_fusion": "Question: What is the capital of Austria?\nAnswer: Vienna.\n\nQuestion: What is the capital of Austria?\nAnswer: Vienna.\n\nQuestion: What is"
},
{
"prompt": "Paris is the capital of France. Vienna is the capital of",
"baseline": "Paris is the capital of France. Vienna is the capital of Austria. Paris is the capital of France.\n\nThe capital of France is Paris. The capital of Austria is Vienna",
"memory_fusion": "Paris is the capital of France. Vienna is the capital of Austria.\n\nThe capital of the Czech Republic is Prague.\n\nThe capital of the United States is Washington,"
},
{
"prompt": "The largest planet in the Solar System is",
"baseline": "The largest planet in the Solar System is Jupiter. It is the largest planet in the Solar System and the largest planet in the Solar System. It is the largest",
"memory_fusion": "The largest planet in the Solar System is Jupiter, which is 11 times the mass of Earth. The largest planet in the Solar System is Saturn, which"
},
{
"prompt": "2 + 2 =",
"baseline": "2 + 2 = 10\n\nThe sum of the first 10 natural numbers is 1 + 2 + 3",
"memory_fusion": "2 + 2 = 3\n\nThe sum of the first 3 terms of the sequence is 1 + 2 + 3"
}
]
} |