Manually Tested / verified identical predictions

Qwen-2.5-7b-Instruct
llama3.3-70b-it

Converted Models

#gemma-2-27b
d_model=4608  n_prompts=780  layers=0..44 (45)  dtype=f16
gguf:  jacobian-lens-GGUF/gemma-2-27b-jlens.gguf

#gemma-2-2b
d_model=2304  n_prompts=454  layers=0..24 (25)  dtype=f16
gguf:  jacobian-lens-GGUF/gemma-2-2b-jlens.gguf

#gemma-2-2b-it
d_model=2304  n_prompts=337  layers=0..24 (25)  dtype=f16
gguf:  jacobian-lens-GGUF/gemma-2-2b-it-jlens.gguf

#gemma-2-9b
d_model=3584  n_prompts=462  layers=0..40 (41)  dtype=f16
gguf:  jacobian-lens-GGUF/gemma-2-9b-jlens.gguf

#gemma-2-9b-it
d_model=3584  n_prompts=453  layers=0..40 (41)  dtype=f16
gguf:  jacobian-lens-GGUF/gemma-2-9b-it-jlens.gguf

#gemma-3-12b
d_model=3840  n_prompts=775  layers=0..46 (47)  dtype=f16
gguf:  jacobian-lens-GGUF/gemma-3-12b-jlens.gguf

#gemma-3-12b-it
d_model=3840  n_prompts=844  layers=0..46 (47)  dtype=f16
gguf:  jacobian-lens-GGUF/gemma-3-12b-it-jlens.gguf

#gemma-3-1b
d_model=1152  n_prompts=467  layers=0..24 (25)  dtype=f16
gguf:  jacobian-lens-GGUF/gemma-3-1b-jlens.gguf

#gemma-3-1b-it
d_model=1152  n_prompts=460  layers=0..24 (25)  dtype=f16
gguf:  jacobian-lens-GGUF/gemma-3-1b-it-jlens.gguf

#gemma-3-270m
d_model=640  n_prompts=302  layers=0..16 (17)  dtype=f16
gguf:  jacobian-lens-GGUF/gemma-3-270m-jlens.gguf

#gemma-3-270m-it
d_model=640  n_prompts=278  layers=0..16 (17)  dtype=f16
gguf:  jacobian-lens-GGUF/gemma-3-270m-it-jlens.gguf

#gemma-3-27b
d_model=5376  n_prompts=670  layers=0..60 (61)  dtype=f16
gguf:  jacobian-lens-GGUF/gemma-3-27b-jlens.gguf

#gemma-3-27b-it
d_model=5376  n_prompts=828  layers=0..60 (61)  dtype=f16
gguf:  jacobian-lens-GGUF/gemma-3-27b-it-jlens.gguf

#gemma-3-4b
d_model=2560  n_prompts=616  layers=0..32 (33)  dtype=f16
gguf:  jacobian-lens-GGUF/gemma-3-4b-jlens.gguf

#gemma-3-4b-it
d_model=2560  n_prompts=546  layers=0..32 (33)  dtype=f16
gguf:  jacobian-lens-GGUF/gemma-3-4b-it-jlens.gguf

#gemma-4-31b
d_model=5376  n_prompts=861  layers=0..58 (59)  dtype=f16
gguf:  jacobian-lens-GGUF/gemma-4-31b-jlens.gguf

#gemma-4-e2b
d_model=1536  n_prompts=455  layers=0..33 (34)  dtype=f16
gguf:  jacobian-lens-GGUF/gemma-4-e2b-jlens.gguf

#gemma-4-e4b
d_model=2560  n_prompts=663  layers=0..40 (41)  dtype=f16
gguf:  jacobian-lens-GGUF/gemma-4-e4b-jlens.gguf

#gpt2-small
d_model=768  n_prompts=277  layers=0..10 (11)  dtype=f16
gguf:  jacobian-lens-GGUF/gpt2-small-jlens.gguf

#gpt-oss-20b
d_model=2880  n_prompts=457  layers=0..22 (23)  dtype=f16
gguf:  jacobian-lens-GGUF/gpt-oss-20b-jlens.gguf

#llama3.1-8b
d_model=4096  n_prompts=539  layers=0..30 (31)  dtype=f16
gguf:  jacobian-lens-GGUF/llama3.1-8b-jlens.gguf

#llama3.1-8b-it
d_model=4096  n_prompts=461  layers=0..30 (31)  dtype=f16
gguf:  jacobian-lens-GGUF/llama3.1-8b-it-jlens.gguf

#llama3.3-70b-it
d_model=8192  n_prompts=125  layers=0..78 (79)  dtype=f16
gguf:  jacobian-lens-GGUF/llama3.3-70b-it-jlens.gguf

#olmo-3-1025-7b
d_model=4096  n_prompts=616  layers=0..30 (31)  dtype=f16
gguf:  jacobian-lens-GGUF/olmo-3-1025-7b-jlens.gguf

#olmo-3-1125-32b
d_model=5120  n_prompts=470  layers=0..62 (63)  dtype=f16
gguf:  jacobian-lens-GGUF/olmo-3-1125-32b-jlens.gguf

#qwen2.5-7b-it
d_model=3584  n_prompts=485  layers=0..26 (27)  dtype=f16
gguf:  jacobian-lens-GGUF/qwen2.5-7b-it-jlens.gguf

#qwen3-14b
d_model=5120  n_prompts=615  layers=0..38 (39)  dtype=f16
gguf:  jacobian-lens-GGUF/qwen3-14b-jlens.gguf

#qwen3-1.7b
d_model=2048  n_prompts=466  layers=0..26 (27)  dtype=f16
gguf:  jacobian-lens-GGUF/qwen3-1.7b-jlens.gguf

#qwen3-4b
d_model=2560  n_prompts=479  layers=0..34 (35)  dtype=f16
gguf:  jacobian-lens-GGUF/qwen3-4b-jlens.gguf

#qwen3.5-0.8b
d_model=1024  n_prompts=233  layers=0..22 (23)  dtype=f16
gguf:  jacobian-lens-GGUF/qwen3.5-0.8b-jlens.gguf

#qwen3.5-27b
d_model=5120  n_prompts=672  layers=0..62 (63)  dtype=f16
gguf:  jacobian-lens-GGUF/qwen3.5-27b-jlens.gguf

#qwen3.5-2b-pt
d_model=2048  n_prompts=335  layers=0..22 (23)  dtype=f16
gguf:  jacobian-lens-GGUF/qwen3.5-2b-pt-jlens.gguf

#qwen3.5-4b
d_model=2560  n_prompts=1000  layers=0..30 (31)  dtype=f16
gguf:  jacobian-lens-GGUF/qwen3.5-4b-jlens.gguf

#qwen3.5-9b-pt
d_model=4096  n_prompts=458  layers=0..30 (31)  dtype=f16
gguf:  jacobian-lens-GGUF/qwen3.5-9b-pt-jlens.gguf

#qwen3.6-27b
d_model=5120  n_prompts=1000  layers=0..62 (63)  dtype=f16
gguf:  jacobian-lens-GGUF/qwen3.6-27b-jlens.gguf

#qwen3-8b
d_model=4096  n_prompts=461  layers=0..34 (35)  dtype=f16
gguf:  jacobian-lens-GGUF/qwen3-8b-jlens.gguf