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Trion 8B FHIR R4 by Rumiii

By Rumiii · 343 downloads

Trion 8B FHIR R4 is an open-source language model by Rumiii. Features: 8b LLM, VRAM: 16.1GB, Context: 128K, License: apache-2.0, Quantized, Instruction-Based, LLM Explorer Score: 0.32.

  4bit Base model:finetune:unsloth/me... Base model:unsloth/meta-llama-...   Clinical-nlp   Conversational   Dataset:nadhari/medtoolcalling   En   Endpoints compatible   Fhir   Function-calling   Healthcare   Instruct   Llama   Llama-3.1   Medical   Qlora   Quantized   Region:us   Safetensors   Sharded   Tensorflow   Tool-calling   Unsloth

Trion 8B FHIR R4 Parameters and Internals

LLM NameTrion 8B FHIR R4
Repository πŸ€—https://huggingface.co/Rumiii/Trion_8B-FHIR_R4 
Base Model(s)  unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit   unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit
Model Size8b
Required VRAM16.1 GB
Updated2026-09-01
MaintainerRumiii
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesen
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Tokenizer ClassTokenizersBackend
Padding Token<|finetune_right_pad_id|>
Vocabulary Size128256
Torch Data Typebfloat16

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