55 lines
1.9 KiB
Plaintext
55 lines
1.9 KiB
Plaintext
Will perform strided perplexity calculation -> adjusting context size from 3072 to 3264
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llama_model_loader: loaded meta data with 39 key-value pairs and 363 tensors from granite-4.1-8b-Q3_K.gguf (version GGUF V3 (latest))
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llama_model_loader: - type f32: 81 tensors
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llama_model_loader: - type q2_K: 1 tensors
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llama_model_loader: - type q3_K: 1 tensors
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llama_model_loader: - type q4_K: 33 tensors
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llama_model_loader: - type iq2_xxs: 1 tensors
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llama_model_loader: - type iq2_xs: 2 tensors
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llama_model_loader: - type iq3_xxs: 31 tensors
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llama_model_loader: - type iq3_s: 165 tensors
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llama_model_loader: - type iq4_xs: 48 tensors
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print_info: file format = GGUF V3 (latest)
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print_info: file type = IQ4_XS - 4.25 bpw
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print_info: file size = 3.58 GiB (3.50 BPW)
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====== Perplexity statistics ======
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Mean PPL(Q) : 9.381594 ± 0.070128
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Mean PPL(base) : 8.691178 ± 0.065443
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Cor(ln(PPL(Q)), ln(PPL(base))): 96.18%
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Mean ln(PPL(Q)/PPL(base)) : 0.076441 ± 0.002075
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Mean PPL(Q)/PPL(base) : 1.079439 ± 0.002240
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Mean PPL(Q)-PPL(base) : 0.690416 ± 0.019310
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====== KL divergence statistics ======
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Mean KLD: 0.173887 ± 0.001079
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Maximum KLD: 14.743266
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99.9% KLD: 5.111659
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99.0% KLD: 1.928733
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95.0% KLD: 0.623000
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90.0% KLD: 0.364871
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Median KLD: 0.072451
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10.0% KLD: 0.001391
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5.0% KLD: 0.000306
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1.0% KLD: 0.000027
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0.1% KLD: 0.000001
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Minimum KLD: -0.000004
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====== Token probability statistics ======
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Mean Δp: -2.503 ± 0.031 %
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Maximum Δp: 96.204%
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99.9% Δp: 57.084%
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99.0% Δp: 26.183%
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95.0% Δp: 10.344%
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90.0% Δp: 5.013%
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75.0% Δp: 0.347%
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Median Δp: -0.138%
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25.0% Δp: -3.676%
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10.0% Δp: -12.687%
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5.0% Δp: -21.160%
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1.0% Δp: -51.918%
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0.1% Δp: -92.971%
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Minimum Δp: -99.997%
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RMS Δp : 12.185 ± 0.069 %
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Same top p: 82.732 ± 0.100 %
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