4bit Autotrain compatible Conversational En Endpoints compatible Instruct Llama Lora Quantized Region:us Safetensors Sft Trl Unsloth
Model Card on HF 🤗: https://huggingface.co/PurpleAILAB/SQL_llama3.2-3b_lora_model
SQL Llama3.2 3b Lora Model Benchmarks
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
What is the LLM Explorer Rank (Score)
SQL Llama3.2 3B Lora Model Parameters and Internals
| LLM Name | SQL Llama3.2 3b Lora Model |
| Repository 🤗 | https://huggingface.co/PurpleAILAB/SQL_llama3.2-3b_lora_model |
| Base Model(s) | |
| Model Size | 3b |
| Required VRAM | 0.1 GB |
| Updated | 2025-07-02 |
| Maintainer | PurpleAILAB |
| Instruction-Based | Yes |
| Model Files | |
| Supported Languages | en |
| Quantization Type | 4bit |
| Model Architecture | AutoModelForCausalLM |
| License | apache-2.0 |
| Model Max Length | 131072 |
| Is Biased | none |
| Tokenizer Class | PreTrainedTokenizerFast |
| Padding Token | <|finetune_right_pad_id|> |
| PEFT Type | LORA |
| LoRA Model | Yes |
| PEFT Target Modules | gate_proj|q_proj|k_proj|down_proj|up_proj|o_proj|v_proj |
| LoRA Alpha | 64 |
| LoRA Dropout | 0 |
| R Param | 32 |
Best Alternatives to SQL Llama3.2 3B Lora Model
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| ...ma 3.2 3B It Ecommerce ChatBot | 0K / 6.5 GB | 195 | 7 |
Note: green Score (e.g. "73.2") means that the model is better than PurpleAILAB/SQL_llama3.2-3b_lora_model .
Rank the SQL Llama3.2 3B Lora Model 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! 🌟
What open-source LLMs or SLMs are you in search of? 49328 in total.
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124