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TinyLlama 1.1B Chat V1.0 GPTQ by TheBloke

 »  All LLMs  »  TheBloke  »  TinyLlama 1.1B Chat V1.0 GPTQ   URL Share it on

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  4-bit   Autotrain compatible Base model:quantized:tinyllama... Base model:tinyllama/tinyllama...   Conversational   Dataset:bigcode/starcoderdata Dataset:cerebras/slimpajama-62... Dataset:openassistant/oasst to...   En   Gptq   Llama   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/TinyLlama-1.1B-Chat-v1.0-GPTQ 

TinyLlama 1.1B Chat V1.0 GPTQ Benchmarks

LLME Score: 0.22028
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
TinyLlama 1.1B Chat V1.0 GPTQ (TheBloke/TinyLlama-1.1B-Chat-v1.0-GPTQ)

TinyLlama 1.1B Chat V1.0 GPTQ Parameters and Internals

Model Type 
tinyllama
Additional Notes 
The model is compact with 1.1B parameters, allowing it to be used in applications requiring limited computation and memory footprint.
Training Details 
Data Sources:
cerebras/SlimPajama-627B, bigcode/starcoderdata, OpenAssistant/oasst_top1_2023-08-25
Methodology:
Following HF's Zephyr training recipe, initially fine-tuned on a variant of the UltraChat dataset, then further aligned with TRL's DPOTrainer on the UltraFeedback dataset.
Training Time:
90 days
Hardware Used:
16 A100-40G GPUs
Model Architecture:
Same architecture and tokenizer as Llama 2.
Input Output 
Input Format:
<|system|> {system_message}~~ <|user|> {prompt}~~ <|assistant|>
LLM NameTinyLlama 1.1B Chat V1.0 GPTQ
Repository 🤗https://huggingface.co/TheBloke/TinyLlama-1.1B-Chat-v1.0-GPTQ 
Model NameTinyllama 1.1B Chat v1.0
Model CreatorTinyLlama
Base Model(s)  TinyLlama/TinyLlama-1.1B-Chat-v1.0   TinyLlama/TinyLlama-1.1B-Chat-v1.0
Model Size1.1b
Required VRAM0.8 GB
Updated2025-02-22
MaintainerTheBloke
Model Typetinyllama
Model Files  0.8 GB
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.37.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/TinyLlama-1.1B-Chat-v1.0-GPTQ.

Rank the TinyLlama 1.1B Chat V1.0 GPTQ Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
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Release v20241227
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