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SERA 32B by allenai

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SERA 32B is an open-source language model by allenai. Features: 32b LLM, VRAM: 65.8GB, Context: 40K, License: apache-2.0.

  Arxiv:2601.20789   Qwen3   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/allenai/SERA-32B 
SERA 32B (allenai/SERA-32B)
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SERA 32B Parameters and Internals

LLM NameSERA 32B
Repository 🤗https://huggingface.co/allenai/SERA-32B 
Model Size32b
Required VRAM65.8 GB
Updated2026-03-27
Maintainerallenai
Model Typeqwen3
Model Files  4.9 GB: 1-of-14   4.9 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   2.1 GB: 14-of-14   0.0 GB
Model ArchitectureQwen3ForCausalLM
Licenseapache-2.0
Context Length40960
Model Max Length40960
Transformers Version4.57.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Errorsreplace

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...ll Qwen3 32B Preview7 QAT 200K195K / 65.8 GB33
...ll Qwen3 32B Preview6 QAT 200K195K / 65.8 GB22
...ll Qwen3 32B Preview4 QAT 200K195K / 65.8 GB22
Qwen3 32B40K / 65.6 GB5942227549
Qwen3 32B FP840K / 34.5 GB82354676
Goedel Prover V2 32B40K / 65.8 GB1271151
T Pro It 2.040K / 65.8 GB2268123
Qwen3 32B40K / 65.8 GB1740811
DeepSWE Preview40K / 131.6 GB174193
MiroThinker 32B DPO V0.140K / 65.6 GB114236
Note: green Score (e.g. "73.2") means that the model is better than allenai/SERA-32B.

Rank the SERA 32B Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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