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Gumzo Llama 00 by bitsoko

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Gumzo Llama 00 is an open-source language model by bitsoko. Features: 7b LLM, VRAM: 0.3GB, License: apache-2.0, Quantized, LLM Explorer Score: 0.12.

  4-bit   4bit Base model:quantized:unsloth/l... Base model:unsloth/llama-2-7b-...   Bitsandbytes   En   Endpoints compatible   Gguf   Llama   Lora   Quantized   Region:us   Safetensors   Unsloth
Model Card on HF 🤗: https://huggingface.co/bitsoko/gumzo-llama-00 

Gumzo Llama 00 Benchmarks

LLME Score: 0.11851
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Gumzo Llama 00 (bitsoko/gumzo-llama-00)
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Gumzo Llama 00 Parameters and Internals

Model Type 
text-generation-inference, transformers, unsloth, llama, gguf
Additional Notes 
This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
LLM NameGumzo Llama 00
Repository 🤗https://huggingface.co/bitsoko/gumzo-llama-00 
Base Model(s)  Llama 2 7B Bnb 4bit   unsloth/llama-2-7b-bnb-4bit
Model Size7b
Required VRAM0.3 GB
Updated2026-03-29
Maintainerbitsoko
Model Files  0.3 GB   13.5 GB   4.1 GB   7.2 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf|4bit
Model ArchitectureAutoModelForCausalLM
Licenseapache-2.0
Model Max Length4096
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesup_proj|v_proj|q_proj|o_proj|down_proj|k_proj|gate_proj
LoRA Alpha32
LoRA Dropout0
R Param32

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Note: green Score (e.g. "73.2") means that the model is better than bitsoko/gumzo-llama-00.

Rank the Gumzo Llama 00 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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