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

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  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%
TruthfulQA: 34.78 vs 59 (gpt4)-41.1%
WinoGrande: 67.01 vs 87.5 (gpt4)-23.4%
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: 0.24007
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)

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
Updated2025-03-13
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
Likes
Downloads
VRAM
...ma 3b V2 Python Instruct 0.1.202626 GB

Best Alternatives to Open Llama 3B V2 Python Instruct 0.1 4bit

Best Alternatives
Context / RAM
Downloads
Likes
...2 3B Instruct Unsloth Bnb 4bit128K / 2.4 GB2615976
Llama32 3B En Emo 2000 Stp128K / 2.2 GB480
Llama32 3B En Emo 300 Stp128K / 2.2 GB300
ReasoningCore 3B 0128K / 6.5 GB1692
Llama32 3B En Emo 1000 Stp128K / 2.2 GB140
...ngCore 3B Instruct R01 Reflect128K / 6.5 GB281
Llama32 3B En Emo 5000 Stp128K / 2.2 GB130
Security Llama3.2 3B128K / 6.5 GB580
Llama 3.2 3B Unsloth Bnb 4bit128K / 2.4 GB266112
Llama32 3B En Emo V3128K / 2.2 GB680
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

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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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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