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TinyLlama 1.1bee by BEE-spoke-data

By BEE-spoke-data · 18 downloads

TinyLlama 1.1bee is an open-source language model by BEE-spoke-data. Features: 503b LLM, VRAM: 4.4GB, Context: 2K, License: apache-2.0, LLM Explorer Score: 0.13, Arc: 30.6, HellaSwag: 51.8, MMLU: 24.3, GSM8K: 0.2.

Base model:finetune:tinyllama/... Base model:tinyllama/tinyllama...   Beekeeping   Bees Dataset:bee-spoke-data/bees-in...   En   Endpoints compatible   Honey   Llama   Region:us   Safetensors

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 πŸ€—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
Updated2026-08-13
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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