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Astral 256K 7B by adowu

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Astral 256K 7B is an open-source language model by adowu. Features: 7b LLM, VRAM: 14.4GB, Context: 250K, License: apache-2.0, LLM Explorer Score: 0.13.

  256k   Astral   Autotrain compatible   Conversational   En   Endpoints compatible   Long   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/adowu/astral-256k-7b 

Astral 256K 7B Benchmarks

LLME Score: 0.12742
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Astral 256K 7B (adowu/astral-256k-7b)
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Astral 256K 7B Parameters and Internals

Model Type 
text generation
Use Cases 
Applications:
Content Generation, Conversational Systems, Complex Language Understanding Tasks
Supported Languages 
en (proficient)
LLM NameAstral 256K 7B
Repository 🤗https://huggingface.co/adowu/astral-256k-7b 
Model Size7b
Required VRAM14.4 GB
Updated2025-09-23
Maintaineradowu
Model Typemistral
Model Files  9.9 GB: 1-of-2   4.5 GB: 2-of-2
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length256000
Model Max Length256000
Transformers Version4.39.3
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32002
Torch Data Typebfloat16

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MegaBeam Mistral 7B 512K512K / 14.4 GB1144354
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...daz Web AI ChatML 512K Project512K / 14.5 GB120
MegaBeam Mistral 7B 300K282K / 14.4 GB377916
MegaBeam Mistral 7B 300K282K / 14.4 GB796816
Hebrew Mistral 7B 200K256K / 30 GB131615
Astral 256K 7B V2250K / 14.4 GB60
Test001128K / 14.5 GB90
Note: green Score (e.g. "73.2") means that the model is better than adowu/astral-256k-7b.

Rank the Astral 256K 7B 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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