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Dreaming Using by laizhehao

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Dreaming Using is an open-source language model by laizhehao. Features: 8b LLM, VRAM: 2.5GB, Context: 128K, License: apache-2.0, Quantized, LLM Explorer Score: 0.27.

  4bit   Conversational   En   Endpoints compatible   Llama   Quantized   Qwen3   Region:us   Safetensors   Unsloth
Model Card on HF 🤗: https://huggingface.co/laizhehao/dreaming_using 

Dreaming Using Benchmarks

LLME Score: 0.27363
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Dreaming Using (laizhehao/dreaming_using)
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Dreaming Using Parameters and Internals

LLM NameDreaming Using
Repository 🤗https://huggingface.co/laizhehao/dreaming_using 
Base Model(s)  unsloth/qwen3-8b-unsloth-bnb-4bit   unsloth/qwen3-8b-unsloth-bnb-4bit
Model Size8b
Required VRAM2.5 GB
Updated2026-05-14
Maintainerlaizhehao
Model Typellama
Model Files  2.5 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Tokenizer ClassTokenizersBackend
Padding Token<|finetune_right_pad_id|>
Vocabulary Size128256
Torch Data Typefloat16

Best Alternatives to Dreaming Using

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...truct Gradient 1048K Bpw6 EXL21024K / 6.7 GB152
...truct Gradient 1048K Bpw5 EXL21024K / 5.8 GB50
Llama 3 8B Instruct 1048K 4bit1024K / 4.5 GB62325
Llama 3 8B Instruct 1048K 8bit1024K / 8.6 GB30717
... Gradient 1048K 8.0bpw H8 EXL21024K / 8.6 GB33
...ct Gradient 1048K Bpw2.25 EXL21024K / 3.4 GB51
Llama 3 8B Instruct 262K 2bit256K / 2.5 GB271
...B Instruct 262k V2 EXL2 6.0bpw256K / 6.7 GB41

Rank the Dreaming Using 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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