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Tiny Llama Qlora by AayushShah

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  Adapter Base model:finetune:tinyllama/... Base model:tinyllama/tinyllama...   Finetuned   Generated from trainer   Lora   Region:us
Model Card on HF 🤗: https://huggingface.co/AayushShah/tiny_llama-qlora 

Tiny Llama Qlora Benchmarks

LLME Score: 0.11472
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Tiny Llama Qlora (AayushShah/tiny_llama-qlora)
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Tiny Llama Qlora Parameters and Internals

LLM NameTiny Llama Qlora
Repository 🤗https://huggingface.co/AayushShah/tiny_llama-qlora 
Base Model(s)  PY007/TinyLlama-1.1B-Chat-v0.3   PY007/TinyLlama-1.1B-Chat-v0.3
Model Size1.1b
Required VRAM0 GB
Updated2025-09-16
MaintainerAayushShah
Model Files  0.0 GB   0.0 GB
Model ArchitectureAdapter
Licenseapache-2.0
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token</s>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesq_proj|v_proj
LoRA Alpha16
LoRA Dropout0.05
R Param32

Quantized Models of the Tiny Llama Qlora

Model
Likes
Downloads
VRAM
TinyLlama 1.1B Chat V0.3 GPTQ010700 GB
TinyLlama 1.1B Chat V0.3 GGUF0170 GB
TinyLlama 1.1B Chat V0.3 GGUF1300 GB
TinyLlama 1.1B Chat V0.3 AWQ140 GB

Best Alternatives to Tiny Llama Qlora

Best Alternatives
Context / RAM
Downloads
Likes
Testing0K / 0 GB50
Openhermes Tinyllama Sft Qlora0K / 0 GB50
Zephyr Tinyllama Sft Qlora0K / 0 GB80
Sft Tiny Chatbot0K / 0 GB66620
...hyr Tiny Sft Qlora Quantized 20K / 0 GB70
DPO Mcqa V1.020K / 0.4 GB50
DPO Mcqa QuantizedBitsAndBytes0K / 0.8 GB50
MCQDPO10K / 0 GB50
Mcqa0K / 0 GB50
ProjectElrondMCQv10K / 0 GB110
Note: green Score (e.g. "73.2") means that the model is better than AayushShah/tiny_llama-qlora.

Rank the Tiny Llama Qlora 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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Release v20241124
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