TinySolar 248M 4K Py Instruct by upstage

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TinySolar 248M 4K Py Instruct is an open-source language model by upstage. Features: 248m LLM, VRAM: 0.5GB, Context: 32K, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.13.

  Endpoints compatible   Instruct   Llama   Region:us   Safetensors

TinySolar 248M 4K Py Instruct Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
TinySolar 248M 4K Py Instruct (upstage/TinySolar-248m-4k-py-instruct)
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TinySolar 248M 4K Py Instruct Parameters and Internals

Training Details 
Data Sources:
sahil2801/CodeAlpaca-20k, m-a-p/CodeFeedback-Filtered-Instruction
LLM NameTinySolar 248M 4K Py Instruct
Repository ๐Ÿค—https://huggingface.co/upstage/TinySolar-248m-4k-py-instruct 
Model Size248m
Required VRAM0.5 GB
Updated2026-01-06
Maintainerupstage
Model Typellama
Instruction-BasedYes
Model Files  0.5 GB
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.39.1
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16

Best Alternatives to TinySolar 248M 4K Py Instruct

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...inySolar 248M 4K Code Instruct32K / 0.5 GB208
Note: green Score (e.g. "73.2") means that the model is better than upstage/TinySolar-248m-4k-py-instruct.

Rank the TinySolar 248M 4K Py Instruct 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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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a