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Open Llama 3B V2 Python Instruct 0.1 4bit by balrogbob

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Open Llama 3B V2 Python Instruct 0.1 4bit is an open-source language model by balrogbob. Features: 3b LLM, VRAM: 2.5GB, Context: 8K, License: apache-2.0, Quantized, Instruction-Based, LLM Explorer Score: 0.17, Arc: 46.6, HellaSwag: 68.2, MMLU: 27.3, GSM8K: 3.1.

  4-bit   4bit   Autotrain compatible Base model:openlm-research/ope... Base model:quantized:openlm-re...   Bitsandbytes   En   Endpoints compatible   Instruct   Llama   Quantized   Region:us   Safetensors   Sft   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/balrogbob/open_llama_3b_v2-python-instruct-0.1_4bit 

Open Llama 3b V2 Python Instruct 0.1 4bit Benchmarks

ARC: 46.6 vs 96.7 (so35)-51.8%
HellaSwag: 68.2 vs 95.3 (gpt4)-28.4%
MMLU: 27.3 vs 88.3 (so35)-69.1%
GSM8K: 3.1 vs 96.4 (so35)-96.8%
OpenCompas: 34.6 vs 73.3 (gpt4)-52.8%
Exam: 31 vs 77.2 (gpt4)-59.8%
Language: 33.2 vs 62 (gpt4)-46.5%
Knowledge: 42.1 vs 73.5 (gpt4)-42.7%
Understand: 33.2 vs 70 (gpt4)-52.6%
Reasoning: 34.4 vs 74.4 (gpt4)-53.8%
LLME Score: 0.17405
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Open Llama 3B V2 Python Instruct 0.1 4bit (balrogbob/open_llama_3b_v2-python-instruct-0.1_4bit)
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Open Llama 3B V2 Python Instruct 0.1 4bit Parameters and Internals

Model Type 
text-generation-inference, transformers, llama, trl, sft
Supported Languages 
en ()
Training Details 
Methodology:
This llama model was trained 2x faster with Unsloth and Huggingface's TRL library.
LLM NameOpen Llama 3b V2 Python Instruct 0.1 4bit
Repository 🤗https://huggingface.co/balrogbob/open_llama_3b_v2-python-instruct-0.1_4bit 
Base Model(s)  Open Llama 3b V2   openlm-research/open_llama_3b_v2
Model Size3b
Required VRAM2.5 GB
Updated2025-09-23
Maintainerbalrogbob
Model Typellama
Instruction-BasedYes
Model Files  2.5 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.42.4
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typefloat32

Quantized Models of the Open Llama 3B V2 Python Instruct 0.1 4bit

Model
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VRAM
...ma 3b V2 Python Instruct 0.1.2056 GB

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Note: green Score (e.g. "73.2") means that the model is better than balrogbob/open_llama_3b_v2-python-instruct-0.1_4bit.

Rank the Open Llama 3B V2 Python Instruct 0.1 4bit 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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