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Open Llama 3B V2 Python Instruct 0.1.2 by balrogbob

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Open Llama 3B V2 Python Instruct 0.1.2 is an open-source language model by balrogbob. Features: 3b LLM, VRAM: 6.9GB, Context: 8K, License: apache-2.0, Quantized, Instruction-Based, LLM Explorer Score: 0.14.

  4bit   Autotrain compatible Base model:balrogbob/open llam... Base model:finetune:balrogbob/...   En   Endpoints compatible   Instruct   Llama   Quantized   Region:us   Safetensors   Sft   Sharded   Tensorflow   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/balrogbob/open_llama_3b_v2-python-instruct-0.1.2 

Open Llama 3b V2 Python Instruct 0.1.2 Benchmarks

LLME Score: 0.14421
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 0.1.2 (balrogbob/open_llama_3b_v2-python-instruct-0.1.2)
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Open Llama 3B V2 Python Instruct 0.1.2 Parameters and Internals

Model Type 
text-generation-inference
Additional Notes 
This llama model was trained 2x faster with Unsloth and Huggingface's TRL library. It includes optimizations or improvements in training speed.
Supported Languages 
en (full)
LLM NameOpen Llama 3b V2 Python Instruct 0.1.2
Repository 🤗https://huggingface.co/balrogbob/open_llama_3b_v2-python-instruct-0.1.2 
Base Model(s)  balrogbob/open_llama_3b_v2-python-instruct-0.1_4bit   balrogbob/open_llama_3b_v2-python-instruct-0.1_4bit
Model Size3b
Required VRAM6.9 GB
Updated2025-09-23
Maintainerbalrogbob
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   1.9 GB: 2-of-2
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 Typebfloat16

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Llama32 3B En Emo 1000 Stp128K / 2.2 GB60
Llama32 3B En Emo 5000 Stp128K / 2.2 GB50
...ngCore 3B Instruct R01 Reflect128K / 6.5 GB01
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Gladiator Mini Exp 1211 3B128K / 6.5 GB90
Orca Mini V9 0 3B Instruct128K / 6.5 GB55
Note: green Score (e.g. "73.2") means that the model is better than balrogbob/open_llama_3b_v2-python-instruct-0.1.2.

Rank the Open Llama 3B V2 Python Instruct 0.1.2 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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