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@@ -15,9 +15,11 @@ Qwen3-0.6B,Q5_K_M,llama-cpp,free,T1+T6,3,0.8195533277503065,0.7972173221515325,0
 Qwen3-0.6B,Q4_K_M,llama-cpp,free,T1+T6,3,0.7976295845872494,0.778960717009916,0.8269565951697349,0.8733333333333334,0.93,0.5750022182997706,0.8121827867158936,1.2288411458333333,0.6490908831396107,0.030177943929776907,0.05028001960603715,fp16
 Qwen3-0.6B,fp16,llama-cpp,free,T2+T3,3,0.7646016483516483,0.7567857142857143,0.7717582417582417,0.6866666666666666,0.8983333333333334,0.4734065934065934,1.0,1.9833984375,0.38550078183756176,,,fp16
 Qwen3-0.6B,Q4_K_M,llama-cpp,free,T2+T3,3,0.7537434638975687,0.7438700564971752,0.7640851955307263,0.6916666666666668,0.8916666666666666,0.4316405222569412,1.0,1.2373046875,0.6091817735052174,0.014201099981262148,0.08822452355195798,fp16
+Qwen3-0.6B,bf16,transformers,free,T1+T6,3,0.8233197212283022,0.7969668536094333,0.8483212295220403,0.8766666666666666,0.935,0.6039251690824138,0.877687049164129,3.1959635416666665,0.257612363374755,,,bf16
 Qwen3-1.7B,Q8_0,llama-cpp,constrained,T1+T6,1,0.8466071428571428,0.8466071428571428,0.8466071428571428,0.87,0.945,0.6825396825396826,0.8888888888888888,2.5673828125,0.32975493126120736,,,Q8_0
 Qwen3-1.7B,Q5_K_M,llama-cpp,constrained,T1+T6,1,0.8338287250384026,0.8338287250384026,0.8338287250384026,0.86,0.93,0.6881720430107527,0.8571428571428571,2.0322265625,0.41030303432932447,0.015093680612728387,-0.008252063015753992,Q8_0
 Qwen3-1.7B,Q4_K_M,llama-cpp,constrained,T1+T6,1,0.8416410650281618,0.8416410650281618,0.8416410650281618,0.87,0.93,0.6935483870967742,0.873015873015873,1.8935546875,0.44447676667810093,0.005865858646339029,-0.016129032258064564,Q8_0
 Qwen3-1.7B,Q8_0,llama-cpp,free,T1+T6,3,0.84155256630926,0.8047222630598844,0.8733282930107528,0.88,0.9333333333333332,0.6811231747509682,0.8717537571527384,2.5673828125,0.3277861650440024,,,Q8_0
 Qwen3-1.7B,Q5_K_M,llama-cpp,free,T1+T6,3,0.8429794554624775,0.8209755157123578,0.8741341256366724,0.88,0.93,0.6895217779767865,0.8723960438731236,2.0315755208333335,0.4149387737831647,-0.0016955437014176636,-0.012330520436173685,Q8_0
 Qwen3-1.7B,Q4_K_M,llama-cpp,free,T1+T6,3,0.8435088842177128,0.8135014619883041,0.8753841256366724,0.8833333333333333,0.9266666666666667,0.686348487706722,0.877687049164129,1.8929036458333333,0.4456163873287728,-0.002324653250161702,-0.007671612344807188,Q8_0
+gemma-4-e4b,Q4_0,openai,free,T1+T6,3,0.8383466226048993,0.8272644312393888,0.8542932937181664,0.8783333333333333,0.9466666666666667,0.6391742124127523,0.8892122780068451,,,,,Q4_0