Hp Lat Llama PCA Epsilon3.0 Pgd Layer8 Def Layer8 9 10 11 12 13 14 Wikitext Fullrank 71 by PhillipGuo

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  Arxiv:1910.09700   Autotrain compatible   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow

Hp Lat Llama PCA Epsilon3.0 Pgd Layer8 Def Layer8 9 10 11 12 13 14 Wikitext Fullrank 71 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Hp Lat Llama PCA Epsilon3.0 Pgd Layer8 Def Layer8 9 10 11 12 13 14 Wikitext Fullrank 71 (PhillipGuo/hp-lat-llama-PCA-epsilon3.0-pgd_layer8-def_layer8_9_10_11_12_13_14-wikitext-fullrank-71)

Hp Lat Llama PCA Epsilon3.0 Pgd Layer8 Def Layer8 9 10 11 12 13 14 Wikitext Fullrank 71 Parameters and Internals

LLM NameHp Lat Llama PCA Epsilon3.0 Pgd Layer8 Def Layer8 9 10 11 12 13 14 Wikitext Fullrank 71
Repository ๐Ÿค—https://huggingface.co/PhillipGuo/hp-lat-llama-PCA-epsilon3.0-pgd_layer8-def_layer8_9_10_11_12_13_14-wikitext-fullrank-71 
Model Size7b
Required VRAM13.5 GB
Updated2025-02-22
MaintainerPhillipGuo
Model Typellama
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   3.6 GB: 3-of-3
Model ArchitectureLlamaForCausalLM
Context Length4096
Model Max Length4096
Transformers Version4.38.0
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than PhillipGuo/hp-lat-llama-PCA-epsilon3.0-pgd_layer8-def_layer8_9_10_11_12_13_14-wikitext-fullrank-71.

Rank the Hp Lat Llama PCA Epsilon3.0 Pgd Layer8 Def Layer8 9 10 11 12 13 14 Wikitext Fullrank 71 Capabilities

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227