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SOLAR 10.7B V1.0 by upstage

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SOLAR 10.7B V1.0 is an open-source language model by upstage. Features: 10.7b LLM, VRAM: 21.4GB, Context: 4K, License: apache-2.0, HF Score: 66, LLM Explorer Score: 0.24, Arc: 62, HellaSwag: 84.6, MMLU: 65.5, TruthfulQA: 45, WinoGrande: 83.7, GSM8K: 55.5.

  Arxiv:2312.15166   Deploy:azure   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/upstage/SOLAR-10.7B-v1.0 

SOLAR 10.7B V1.0 Benchmarks

MMLU Pro: 26.67
GPQA: 4.14
MUSR: 13.68
BBH: 29.79
IFEval: 24.21 vs 88 (so35)-72.5%
ARC: 61.95 vs 96.7 (so35)-35.9%
HellaSwag: 84.6 vs 95.3 (gpt4)-11.2%
MMLU: 65.48 vs 88.3 (so35)-25.8%
TruthfulQA: 45.04 vs 59 (gpt4)-23.7%
WinoGrande: 83.66 vs 87.5 (gpt4)-4.4%
GSM8K: 55.5 vs 96.4 (so35)-42.4%
MATH Lvl 5: 2.64
LLME Score: 0.23793
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
SOLAR 10.7B V1.0 (upstage/SOLAR-10.7B-v1.0)
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SOLAR 10.7B V1.0 Parameters and Internals

Model Type 
text generation
Training Details 
Methodology:
Integrated Mistral 7B weights into upscaled layers and continued pretraining
Model Architecture:
Depth Up-Scaling (DUS)
LLM NameSOLAR 10.7B V1.0
Repository 🤗https://huggingface.co/upstage/SOLAR-10.7B-v1.0 
Model Size10.7b
Required VRAM21.4 GB
Updated2026-03-30
Maintainerupstage
Model Typellama
Model Files  4.9 GB: 1-of-5   5.0 GB: 2-of-5   4.9 GB: 3-of-5   4.9 GB: 4-of-5   1.7 GB: 5-of-5
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.35.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typefloat16

Quantized Models of the SOLAR 10.7B V1.0

Model
Likes
Downloads
VRAM
... 10.7B Instruct V1.0 128K EXL2125 GB
SOLAR 10.7B V1.0 GGUF143024 GB
Sensualize Solar 10.7B EXL21110 GB
...ize Solar 10.7B 8.0bpw H8 EXL21510 GB
...s 2 SOLAR 10.7B 8.0bpw H8 EXL23610 GB
...s 2 SOLAR 10.7B 6.0bpw H6 EXL2418 GB
SOLAR 10.7B V1.0 GPTQ236 GB
SOLAR 10.7B V1.0 AWQ156 GB

Best Alternatives to SOLAR 10.7B V1.0

Best Alternatives
Context / RAM
Downloads
Likes
SOLAR 10.7B Instruct V1.0 128K128K / 21.4 GB1243
SOLAR 10.7B V1.0 Instruct 16K16K / 21.4 GB632
SOLAR 10.7B V1.0 Base 16K16K / 21.4 GB690
SauerkrautLM SOLAR Instruct8K / 21.4 GB96846
PiVoT SOLAR 10.7B RP8K / 21.4 GB9937
MetaModelv28K / 21.4 GB7860
Fimbulvetr V2 Kuro Lotus Bf168K / 21.5 GB44
Kazemi 1.2 Solar8K / 21.4 GB00
Bucharest 0.25K / 21.4 GB91
SOLAR 10.7B Instruct V1.04K / 21.4 GB37162649
Note: green Score (e.g. "73.2") means that the model is better than upstage/SOLAR-10.7B-v1.0.

Rank the SOLAR 10.7B V1.0 Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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