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TinyLlama 1.1bee by BEE-spoke-data

 »  All LLMs  »  BEE-spoke-data  »  TinyLlama 1.1bee   URL Share it on

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  Autotrain compatible Base model:finetune:tinyllama/... Base model:tinyllama/tinyllama...   Beekeeping   Bees Dataset:bee-spoke-data/bees-in...   En   Endpoints compatible   Honey   Llama   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/BEE-spoke-data/TinyLlama-1.1bee 

TinyLlama 1.1bee Benchmarks

ARC: 30.55 vs 96.7 (so35)-68.4%
HellaSwag: 51.8 vs 95.3 (gpt4)-45.6%
MMLU: 24.25 vs 88.3 (so35)-72.5%
TruthfulQA: 39.01 vs 59 (gpt4)-33.9%
WinoGrande: 54.46 vs 87.5 (gpt4)-37.8%
GSM8K: 0.23 vs 96.4 (so35)-99.8%
LLME Score: 0.15348
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
TinyLlama 1.1bee (BEE-spoke-data/TinyLlama-1.1bee)
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TinyLlama 1.1bee Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
Educational Engagement, General Queries, Academic & Research Inspiration
Primary Use Cases:
Understanding bees and beekeeping, Hive management insights, Research inspiration in apiculture
Limitations:
Not a certified apiculturist, Not infallible, information should be verified, May not be used for unethical purposes
Supported Languages 
en (native)
Training Details 
Data Sources:
BEE-spoke-data/bees-internal
Responsible Ai Considerations 
Mitigation Strategies:
This model may not be used for any illegal or unethical activities, including but not limited to: bioterrorism & standard terrorism, harassment, or spreading disinformation.
Input Output 
Accepted Modalities:
text
LLM NameTinyLlama 1.1bee
Repository 🤗https://huggingface.co/BEE-spoke-data/TinyLlama-1.1bee 
Base Model(s)  PY007/TinyLlama-1.1B-intermediate-step-240k-503b   PY007/TinyLlama-1.1B-intermediate-step-240k-503b
Model Size503b
Required VRAM4.4 GB
Updated2025-09-23
MaintainerBEE-spoke-data
Model Typellama
Model Files  4.4 GB   0.0 GB
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.34.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat32

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Rank the TinyLlama 1.1bee 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! 🌟

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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