Data Compression on enwik9 1GB (test)
0.085Raw Compression Rate (γr)Llama-3.2-1B
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Llama-3.2-1BQuantization=None2026.01 | 0.085 | 2.557 | |
| Llama-3.2-1BQuantization=GPTQ, Quantized Bits=82026.01 | 0.085 | 1.321 | |
| Llama-3.2-1BQuantization=HQQ, Quantized Bits=82026.01 | 0.085 | 1.321 | |
| Llama-3.2-1BQuantization=GPTQ, Quantized Bits=42026.01 | 0.087 | 0.705 | |
| Llama-3.2-1BQuantization=HQQ, Quantized Bits=42026.01 | 0.087 | 0.704 | |
| Llama-3.2-1BQuantization=HQQ, Quantized Bits=32026.01 | 0.093 | 0.556 | |
| Llama-3.2-1BQuantization=GPTQ, Quantized Bits=32026.01 | 0.096 | 0.56 | |
| SmolLM-360MQuantization=None2026.01 | 0.1 | 0.824 | |
| SmolLM-360MQuantization=GPTQ, Quantized Bits=82026.01 | 0.1 | 0.462 | |
| SmolLM-360MQuantization=HQQ, Quantized Bits=82026.01 | 0.1 | 0.462 | |
| SmolLM-360MQuantization=HQQ, Quantized Bits=42026.01 | 0.101 | 0.282 | |
| SmolLM-360MQuantization=GPTQ, Quantized Bits=42026.01 | 0.103 | 0.284 | |
| Qwen2-0.5BQuantization=None2026.01 | 0.104 | 1.092 | |
| Qwen2-0.5BQuantization=HQQ, Quantized Bits=82026.01 | 0.104 | 0.598 | |
| Qwen2-0.5BQuantization=GPTQ, Quantized Bits=82026.01 | 0.105 | 0.599 | |
| Qwen2-0.5BQuantization=GPTQ, Quantized Bits=42026.01 | 0.106 | 0.353 | |
| Qwen2-0.5BQuantization=HQQ, Quantized Bits=42026.01 | 0.106 | 0.353 | |
| SmolLM-360MQuantization=HQQ, Quantized Bits=32026.01 | 0.107 | 0.242 | |
| Qwen2-0.5BQuantization=HQQ, Quantized Bits=32026.01 | 0.109 | 0.294 | |
| Qwen2-0.5BQuantization=GPTQ, Quantized Bits=32026.01 | 0.114 | 0.299 | |
| SmolLM-135MQuantization=None2026.01 | 0.114 | 0.383 | |
| SmolLM-135MQuantization=GPTQ, Quantized Bits=82026.01 | 0.114 | 0.249 | |
| SmolLM-135MQuantization=HQQ, Quantized Bits=82026.01 | 0.114 | 0.249 | |
| SmolLM-360MQuantization=GPTQ, Quantized Bits=32026.01 | 0.115 | 0.251 | |
| SmolLM-135MQuantization=HQQ, Quantized Bits=42026.01 | 0.117 | 0.184 | |
| SmolLM-135MQuantization=GPTQ, Quantized Bits=42026.01 | 0.118 | 0.186 | |
| SmolLM-135MQuantization=HQQ, Quantized Bits=32026.01 | 0.129 | 0.18 | |
| SmolLM-135MQuantization=GPTQ, Quantized Bits=32026.01 | 0.136 | 0.186 | |
| Qwen2-0.5BQuantization=HQQ, Quantized Bits=22026.01 | 0.138 | 0.262 | |
| SmolLM-360MQuantization=HQQ, Quantized Bits=22026.01 | 0.174 | 0.264 | |
| Llama-3.2-1BQuantization=GPTQ, Quantized Bits=22026.01 | 0.185 | 0.494 | |
| Llama-3.2-1BQuantization=HQQ, Quantized Bits=22026.01 | 0.216 | 0.525 | |
| Qwen2-0.5BQuantization=GPTQ, Quantized Bits=22026.01 | 0.232 | 0.355 | |
| SmolLM-135MQuantization=HQQ, Quantized Bits=22026.01 | 0.257 | 0.291 | |
| SmolLM-135MQuantization=GPTQ, Quantized Bits=22026.01 | 0.306 | 0.34 | |
| gzip (baseline)Quantization=N/A2026.01 | 0.336 | 0.336 | |
| SmolLM-360MQuantization=GPTQ, Quantized Bits=22026.01 | 0.403 | 0.493 |