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text generation by TinyLlama

TinyLlama-1.1B-Chat-v1.0

TinyLlama 1.1B Chat is a compact instruction-tuned language model trained on 3 trillion tokens with the Llama 2 architecture. It targets deployment on devices with limited RAM while retaining basic instruction-following capability.

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From the model card

Fields below are copied from the tags and counters on the HuggingFace repository TinyLlama/TinyLlama-1.1B-Chat-v1.0 at our last fetch. They are set by the uploader, not verified by us; rows with no tag are omitted. How this page is made.

Publisher (HF namespace)
TinyLlama
Pipeline tag
text-generation
Library
Transformers
Weight formats
safetensors
License tag
apache-2.0 — read the license file in the repo before relying on it
Language tags
English (en)
Datasets declared
cerebras/SlimPajama-627B, bigcode/starcoderdata, HuggingFaceH4/ultrachat_200k, HuggingFaceH4/ultrafeedback_binarized
Downloads (HF counter at last fetch)
1,749,916
Likes (HF counter at last fetch)
1,764
Model card
https://huggingface.co/TinyLlama/TinyLlama-1.1B-Chat-v1.0

Use cases

  • Local chat assistant on CPU-only or low-RAM hardware
  • Rapid prototyping of LLM application logic
  • Edge deployment scenarios where 7B+ models are infeasible
  • Lightweight intent parsing in structured output pipelines

Pros

  • ~2GB memory footprint in float16
  • Trained for 3 trillion tokens — more data than many larger models
  • Apache-2.0 licensed
  • Wide GGUF quantization support via llama.cpp

Cons

  • 1.1B parameters produce noticeably weaker reasoning than 7B models
  • Hallucination rate is high on factual queries
  • Knowledge cutoff from mid-2023 training data
  • Instruction following quality degrades on multi-step or complex constraints

Tags

transformerssafetensorsllamatext-generationconversationalendataset:cerebras/SlimPajama-627Bdataset:bigcode/starcoderdatadataset:HuggingFaceH4/ultrachat_200kdataset:HuggingFaceH4/ultrafeedback_binarizedlicense:apache-2.0text-generation-inferenceendpoints_compatibleregion:usdeploy:sagemakerdeploy:azure