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license: llama2
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Quants for Sao10K's model WinterGoddess 1.4 70b : https://huggingface.co/Sao10K/WinterGoddess-1.4x-70B-L2
The model has been tweaked with limarvp3 and a Linear Rope 8 training to go to 32k context (with even better results in rope 4 and rope 2, maybe other lesser ropes as well)
I don't know who did the job, only that I found this quant hanging around without FP16 : https://huggingface.co/mishima/WinterGoddess-1.4x-limarpv3-70B-L2-32k.GGUF
So I made a Q8_0 out of it (best way to requantize after), and requantized it in Q3_K_S and Q2_K for my need.
Lowers quants (SOTA 2 bits) to come if I'm able to make an iMatrix on my config (64GB RAM).
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Benchs of the original Q4_K_S quant I found :
Rope 8 10000
WinterGoddess-1.4x-limarpv3-70B-L2-32k.Q4_K_S.gguf,-,wikitext,4.2177,4096
WinterGoddess-1.4x-limarpv3-70B-L2-32k.Q4_K_S.gguf,-,wikitext,4.1324,6144
WinterGoddess-1.4x-limarpv3-70B-L2-32k.Q4_K_S.gguf,-,wikitext,4.3923,2048
WinterGoddess-1.4x-limarpv3-70B-L2-32k.Q4_K_S.gguf,-,wikitext,4.4945,1536
WinterGoddess-1.4x-limarpv3-70B-L2-32k.Q4_K_S.gguf,-,wikitext,4.6700,1024
WinterGoddess-1.4x-limarpv3-70B-L2-32k.Q4_K_S.gguf,-,wikitext,5.2577,512
WinterGoddess-1.4x-limarpv3-70B-L2-32k.Q4_K_S.gguf,-,hellaswag,84.5,,400
Rope 4 10000
WinterGoddess-1.4x-limarpv3-70B-L2-32k.Q4_K_S.gguf,-,wikitext,3.5762,2048
WinterGoddess-1.4x-limarpv3-70B-L2-32k.Q4_K_S.gguf,-,wikitext,4.1235,512
WinterGoddess-1.4x-limarpv3-70B-L2-32k.Q4_K_S.gguf,-,hellaswag,87.25,,400
Rope 2 10000
WinterGoddess-1.4x-limarpv3-70B-L2-32k.Q4_K_S.gguf,-,wikitext,3.3394 *327,2048
WinterGoddess-1.4x-limarpv3-70B-L2-32k.Q4_K_S.gguf,-,wikitext,3.8254,512
WinterGoddess-1.4x-limarpv3-70B-L2-32k.Q4_K_S.gguf,-,hellaswag,88,,400
Rope 1 10000
WinterGoddess-1.4x-limarpv3-70B-L2-32k.Q4_K_S.gguf,-,hellaswag,85,,400 |