Llama 3.2 3B It Ecommerce ChatBot by kingabzpro

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  Autotrain compatible Base model:meta-llama/llama-3.... Base model:quantized:meta-llam...   Conversational Dataset:bitext/bitext-customer...   E-commerce   En   Endpoints compatible   Gguf   Instruct   Llama   Llama3.2   Lora   Q4   Quantized   Region:us   Safetensors   Sharded   Tensorflow

Llama 3.2 3B It Ecommerce ChatBot Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3.2 3B It Ecommerce ChatBot (kingabzpro/llama-3.2-3b-it-Ecommerce-ChatBot)

Llama 3.2 3B It Ecommerce ChatBot Parameters and Internals

LLM NameLlama 3.2 3B It Ecommerce ChatBot
Repository ๐Ÿค—https://huggingface.co/kingabzpro/llama-3.2-3b-it-Ecommerce-ChatBot 
Base Model(s)  meta-llama/Llama-3.2-3B-Instruct   meta-llama/Llama-3.2-3B-Instruct
Model Size3b
Required VRAM6.5 GB
Updated2024-12-21
Maintainerkingabzpro
Instruction-BasedYes
Model Files  1.7 GB   2.0 GB   5.0 GB: 1-of-2   1.5 GB: 2-of-2
Supported Languagesen
GGUF QuantizationYes
Quantization Typeq4|gguf|q4_k
Model ArchitectureAutoModelForCausalLM
Licenseapache-2.0
Model Max Length131072
Is Biasednone
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|im_end|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesgate_proj|v_proj|up_proj|q_proj|down_proj|k_proj|o_proj
LoRA Alpha32
LoRA Dropout0.05
R Param16

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Note: green Score (e.g. "73.2") means that the model is better than kingabzpro/llama-3.2-3b-it-Ecommerce-ChatBot.

Rank the Llama 3.2 3B It Ecommerce ChatBot 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 v20241217