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cpral/Hermes-4-405B-exl3-2bpw
Hermes-4-405B-exl3-2bpw is a text generation model from cpral. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as llama3.
2.00 BPW H8 exllamav3 quant of Hermes 4 405B.
Downloads · 30 days
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2% of all-time downloads
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107 GB on disk
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.safetensors107 GB · 100%
How the weights are stored.
I1651.3B · 96%
From the Hugging Face model README
2.00 BPW H8 exllamav3 quant of Hermes 4 405B.
-- A perplexity: 1.50484401
-- B perplexity: 4.46562014
-- A label in top-K:
K = 1: 0.8938
K = 2: 0.9486
K = 3: 0.9640
K = 4: 0.9714
K = 5: 0.9757
-- B label in top-K:
K = 1: 0.6383
K = 2: 0.7622
K = 3: 0.8163
K = 4: 0.8482
K = 5: 0.8698
-- Top-K agreement, A vs B:
K = 1: 0.6743
K = 2: 0.2721
K = 3: 0.0833
K = 4: 0.0222
K = 5: 0.0056
-- KL divergence (A, B): 2.27405149
-- KL divergence (B, A): 1.05870732
command used to generate this quant
ulimit -n 100000
PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True python convert.py -i /home/ubuntu/workspace/models/Hermes-4-405B \
-o /home/ubuntu/workspace/models/final/hermes4-405b-2bpw \
-w /home/ubuntu/workspace/models/workdir \
-b 2.0 \
-hq \
-ss 2048 \
-cpi 3600 \
-hb 8 \
-d 0
<img src="https://cdn-uploads.huggingface.co/production/uploads/6317aade83d8d2fd903192d9/roT9o5bMYBtQziRMlaSDf.jpeg" width="300" style="float:center" />