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Ultiima 32B by Sakalti

By Sakalti · 11 downloads

Ultiima 32B is an open-source language model by Sakalti. Features: 32b LLM, VRAM: 65.8GB, Context: 128K, License: apache-2.0, Merged, LLM Explorer Score: 0.29.

  Merged Model   Arxiv:2306.01708   Base model:qwen/qwen2.5-32b Base model:qwen/qwen2.5-32b-in...   Conversational   Endpoints compatible   Model-index   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF πŸ€—: https://huggingface.co/Sakalti/ultiima-32B 

Ultiima 32B Parameters and Internals

LLM NameUltiima 32B
Repository πŸ€—https://huggingface.co/Sakalti/ultiima-32B 
Base Model(s)  Qwen/Qwen2.5-32B-Instruct   Qwen/Qwen2.5-32B   Qwen/Qwen2.5-32B-Instruct   Qwen/Qwen2.5-32B
Merged ModelYes
Model Size32b
Required VRAM65.8 GB
Updated2026-07-15
MaintainerSakalti
Model Typeqwen2
Model Files  5.0 GB: 1-of-14   5.0 GB: 2-of-14   4.9 GB: 3-of-14   4.9 GB: 4-of-14   4.9 GB: 5-of-14   4.9 GB: 6-of-14   4.9 GB: 7-of-14   4.9 GB: 8-of-14   4.9 GB: 9-of-14   4.9 GB: 10-of-14   4.9 GB: 11-of-14   4.9 GB: 12-of-14   4.9 GB: 13-of-14   1.9 GB: 14-of-14
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.46.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typefloat16
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than Sakalti/ultiima-32B.