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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 |
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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) |
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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 |
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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. |
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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 : |
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Rope 8 10000 |
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WinterGoddess-1.4x-limarpv3-70B-L2-32k.Q4_K_S.gguf,-,wikitext,4.2177,4096 |
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WinterGoddess-1.4x-limarpv3-70B-L2-32k.Q4_K_S.gguf,-,wikitext,4.1324,6144 |
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WinterGoddess-1.4x-limarpv3-70B-L2-32k.Q4_K_S.gguf,-,wikitext,4.3923,2048 |
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WinterGoddess-1.4x-limarpv3-70B-L2-32k.Q4_K_S.gguf,-,wikitext,4.4945,1536 |
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WinterGoddess-1.4x-limarpv3-70B-L2-32k.Q4_K_S.gguf,-,wikitext,4.6700,1024 |
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WinterGoddess-1.4x-limarpv3-70B-L2-32k.Q4_K_S.gguf,-,wikitext,5.2577,512 |
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WinterGoddess-1.4x-limarpv3-70B-L2-32k.Q4_K_S.gguf,-,hellaswag,84.5,,400 |
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Rope 4 10000 |
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WinterGoddess-1.4x-limarpv3-70B-L2-32k.Q4_K_S.gguf,-,wikitext,3.5762,2048 |
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WinterGoddess-1.4x-limarpv3-70B-L2-32k.Q4_K_S.gguf,-,wikitext,4.1235,512 |
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WinterGoddess-1.4x-limarpv3-70B-L2-32k.Q4_K_S.gguf,-,hellaswag,87.25,,400 |
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Rope 2 10000 |
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WinterGoddess-1.4x-limarpv3-70B-L2-32k.Q4_K_S.gguf,-,wikitext,3.3394 *327,2048 |
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WinterGoddess-1.4x-limarpv3-70B-L2-32k.Q4_K_S.gguf,-,wikitext,3.8254,512 |
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WinterGoddess-1.4x-limarpv3-70B-L2-32k.Q4_K_S.gguf,-,hellaswag,88,,400 |
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Rope 1 10000 |
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WinterGoddess-1.4x-limarpv3-70B-L2-32k.Q4_K_S.gguf,-,hellaswag,85,,400 |
