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unsloth with a dataset created using larger LLMs like GPT-4o.Generate a comprehensive answer to the given research question (but no more than three/four sentences)
solely based on the content provided.
Cite the number of the content referenced for each claim like this:
[1] for a single reference or [2][3] for multiple references.
Generate the synthesis in the "{language}" language, and phrase the complexity of the text to be suitable for a/an {level}.# Research Question: {{ question }}
# Abstracts:
Abstract #1:
Title Here
Abstract text here
Abstract #2:
Title Here
Abstract text here
Abstract #3:
Title Here
Abstract text here
Abstract #4:
Title Here
Abstract text here
Abstract #5:
Title Here
Abstract text here
# Answer with inline-citations:
1r=16
2target_modules=["q_proj", "k_proj", "v_proj", "o_proj","gate_proj", "up_proj", "down_proj"]
3lora_alpha=32
4lora_dropout=0
5seed=421per_device_train_batch_size=16
2gradient_accumulation_steps=8
3warmup_steps=5
4num_train_epochs=3
5learning_rate=2e-4
6bf16=True
7optim="adamw_torch_fused"
8weight_decay=0.01
9lr_scheduler_type="linear"
10seed=42