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fredericowieser/TinyLlama_v1.1_mix_wikitext_alpaca_1bit_BitDistiller_baseline
TinyLlama_v1.1_mix_wikitext_alpaca_1bit_BitDistiller_baseline is a machine learning model from fredericowieser. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This is a 1-bit quantized version of TinyLlama v1.1, trained using BitDistiller with asymmetric quantization and self-distillation (CAKLD) to optimize accuracy retention under extreme compression. The model is fine-tu…
Downloads · 30 days
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From the Hugging Face model README
This is a 1-bit quantized version of TinyLlama v1.1, trained using BitDistiller with asymmetric quantization and self-distillation (CAKLD) to optimize accuracy retention under extreme compression. The model is fine-tuned on WikiText-2 and Alpaca-cleaned datasets and evaluated on multiple-choice QA benchmarks.
Key Features: