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Calme 2.2 Rys 78B by MaziyarPanahi

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Calme 2.2 Rys 78B is an open-source language model by MaziyarPanahi. Features: 78b LLM, VRAM: 201.4GB, Context: 32K, License: mit, LLM Explorer Score: 0.27.

  Base model:dnhkng/rys-xlarge Base model:finetune:dnhkng/rys...   Chat   Chatml   Conversational   Dataset:intel/orca dpo pairs Dataset:maziyarpanahi/truthy-d...   En   Finetuned   Qwen   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/MaziyarPanahi/calme-2.2-rys-78b 

Calme 2.2 Rys 78B Benchmarks

LLME Score: 0.27205
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Calme 2.2 Rys 78B (MaziyarPanahi/calme-2.2-rys-78b)
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Calme 2.2 Rys 78B Parameters and Internals

LLM NameCalme 2.2 Rys 78B
Repository 🤗https://huggingface.co/MaziyarPanahi/calme-2.2-rys-78b 
Model Namecalme-2.2-rys-78b
Model CreatorMaziyarPanahi
Base Model(s)  RYS XLarge   dnhkng/RYS-XLarge
Model Size78b
Required VRAM201.4 GB
Updated2026-05-22
MaintainerMaziyarPanahi
Model Typeqwen2
Model Files  5.0 GB: 1-of-67   4.1 GB: 2-of-67   4.5 GB: 3-of-67   4.5 GB: 4-of-67   4.8 GB: 5-of-67   4.8 GB: 6-of-67   4.5 GB: 7-of-67   4.8 GB: 8-of-67   4.8 GB: 9-of-67   4.5 GB: 10-of-67   4.8 GB: 11-of-67   4.8 GB: 12-of-67   4.5 GB: 13-of-67   4.8 GB: 14-of-67   4.8 GB: 15-of-67   4.5 GB: 16-of-67   4.8 GB: 17-of-67   4.8 GB: 18-of-67   4.5 GB: 19-of-67   4.8 GB: 20-of-67   4.8 GB: 21-of-67   4.5 GB: 22-of-67   4.8 GB: 23-of-67   4.8 GB: 24-of-67   4.5 GB: 25-of-67   4.8 GB: 26-of-67   4.8 GB: 27-of-67   4.5 GB: 28-of-67   4.8 GB: 29-of-67   4.8 GB: 30-of-67   4.5 GB: 31-of-67   4.8 GB: 32-of-67   4.8 GB: 33-of-67   4.5 GB: 34-of-67   4.8 GB: 35-of-67   4.8 GB: 36-of-67   4.5 GB: 37-of-67   4.8 GB: 38-of-67   4.8 GB: 39-of-67   4.5 GB: 40-of-67   4.8 GB: 41-of-67   4.8 GB: 42-of-67   4.5 GB: 43-of-67
Supported Languagesen
Model ArchitectureQwen2ForCausalLM
Licensemit
Context Length32768
Model Max Length32768
Transformers Version4.44.0.dev0
Vocabulary Size151646
Torch Data Typefloat32

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Calme 3.2 Instruct 78B32K / 207.1 GB530198
Calme 3.1 Instruct 78B32K / 207.1 GB667
CalmeRys 78B Orpo V0.132K / 156.6 GB7879
Calme 2.4 Rys 78B32K / 201.4 GB6348
Calme 2.1 Rys 78B32K / 201.4 GB943
Calme 2.3 Rys 78B32K / 201.4 GB334
RYS XLarge Base32K / 155.5 GB188
BBAI 78B Calme 3 1 Ties32K / 54.4 GB50
Calme Ties2 78B32K / 156.7 GB51
Calme Ties 78B32K / 156.7 GB21
Note: green Score (e.g. "73.2") means that the model is better than MaziyarPanahi/calme-2.2-rys-78b.

Rank the Calme 2.2 Rys 78B Capabilities

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Instruction Following and Task Automation  
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