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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: 0.24009
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
Updated2025-02-05
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 0.1.2056 GB

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

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Context / RAM
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Likes
...2 3B Instruct Unsloth Bnb 4bit128K / 2.4 GB282153
Llama 3.2 3B Instruct 4bit128K / 1.8 GB90201327
Llama 3.2 3B Instruct Bnb 4bit128K / 2.2 GB26199217
Orca Mini V9 0 3B Instruct128K / 6.5 GB1315
Llama32 3B En Emo V2128K / 2.2 GB1301
Gladiator Mini Exp 1211 3B128K / 6.5 GB50
Komodo Llama 3.2 3B V2 Fp16128K / 6.5 GB755
...ator Mini Exp 1222 3B Instruct128K / 6.5 GB60
...r Mini Exp 1221 3B Instruct V2128K / 6.5 GB50
...ator Mini Exp 1221 3B Instruct128K / 6.5 GB60
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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