Calm2 7B Chat DPO Experimental by cyberagent

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  Arxiv:2305.18290   Arxiv:2406.16316   Autotrain compatible Base model:cyberagent/calm2-7b... Dataset:cyberagent/chatbot-are...   En   Endpoints compatible   Ja   License:cc-by-4.0   Llama   Region:us   Safetensors   Sharded   Tensorflow

Calm2 7B Chat DPO Experimental Benchmarks

Calm2 7B Chat DPO Experimental Parameters and Internals

LLM NameCalm2 7B Chat DPO Experimental
RepositoryOpen on ๐Ÿค— 
Base Model(s)  Calm2 7B Chat   cyberagent/calm2-7b-chat
Model Size7b
Required VRAM28.2 GB
Model Typellama
Model Files  4.9 GB: 1-of-6   4.9 GB: 2-of-6   4.9 GB: 3-of-6   4.9 GB: 4-of-6   4.9 GB: 5-of-6   3.7 GB: 6-of-6
Supported Languagesja en
Model ArchitectureLlamaForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.36.0
Tokenizer ClassGPTNeoXTokenizer
Padding Token<|padding|>
Vocabulary Size65024
Torch Data Typefloat32
Calm2 7B Chat DPO Experimental (cyberagent/calm2-7b-chat-dpo-experimental)

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Best Alternatives
HF Rank
...1M 1000000ctx AEZAKMI 3 1 17020.31024K / 13.5 GB4491
Yarn Llama 2 7B 128K0.2128K / 13.5 GB1312038
LLaMA 7B PoSE YaRN 128K0.2128K / 13.5 GB72
LLaMA 7B PoSE YaRN 96K0.296K / 13.5 GB101
LLaMA 7B PoSE Linear 96K0.296K / 27 GB71
Chat Llama2 7B 80K0.280K / 13.8 GB70
Llama2 7B 80K0.280K / 13.8 GB70
Lloma Step4000.364K / 13.5 GB4360
Lloma Step2000.364K / 13.5 GB4520
Lloma Step500.264K / 13.5 GB3640
Note: green Score (e.g. "73.2") means that the model is better than cyberagent/calm2-7b-chat-dpo-experimental.

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Instruction Following and Task Automation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024071601