LLM
TinyLlama-1-1B-Chat-v1-0-Q8_0-GGUF-8Bit
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High-precision 8-bit GGUF quantized TinyLlama 1.1B chat model delivering near full-fidelity output quality with higher memory usage for best accuracy.
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TinyLlama-1-1B-Chat-v1-0-Q8_0-GGUF-8Bit
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Accuracy vs. Size Tradeoff
Every variant is benchmarked against the FP16 baseline. Choose the right balance of accuracy and footprint for your workflow.
Benchmarks are performed on representative hardware. Accuracy is relative to model FP16 baseline.
| VARIANT | FORMAT | SIZE | PERPLEXITY | ACCURACY | LATENCY | BEST FOR | DOWNLOAD |
|---|---|---|---|---|---|---|---|
| FP16 (baseline) | — | 1450.00 MB | -- | 100% | — | Reference only | — |
ACCURACY RETENTION BY VARIANT (%)
FILE SIZE BY VARIANT (MB)
FP16 base1450.00 MB