LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

FDA Guidance Zephyr 7B Beta PEFT by yitzshapiro

 »  All LLMs  »  yitzshapiro  »  FDA Guidance Zephyr 7B Beta PEFT   URL Share it on

  0   
  Autotrain   Conversational   Endpoints compatible   Fda   Lora   Peft   Pharma   Region:us   Regulatory   Safetensors   Tensorboard
Model Card on HF 🤗: https://huggingface.co/yitzshapiro/FDA-guidance-zephyr-7b-beta-PEFT 

FDA Guidance Zephyr 7B Beta PEFT Benchmarks

LLME Score: 0.16029
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
🌟 Advertise your project 🚀

FDA Guidance Zephyr 7B Beta PEFT Parameters and Internals

Model Type 
text-generation, autotrain, peft
Additional Notes 
This model has been specifically fine-tuned with a synthetic dataset focusing on over 700 pharma-related FDA guidances to understand regulations and policies better.
Training Details 
Methodology:
PEFT adapter model trained on a synthetic dataset derived from over 700 pharma-related FDA guidances.
LLM NameFDA Guidance Zephyr 7B Beta PEFT
Repository 🤗https://huggingface.co/yitzshapiro/FDA-guidance-zephyr-7b-beta-PEFT 
Model Size7b
Required VRAM0.2 GB
Updated2025-06-09
Maintaineryitzshapiro
Model Files  0.2 GB   0.0 GB
Model ArchitectureAutoModel
Licenseapache-2.0
Model Max Length2048
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token</s>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesv_proj|gate_proj|down_proj|o_proj|up_proj|k_proj|q_proj
LoRA Alpha32
LoRA Dropout0.05
R Param16
FDA Guidance Zephyr 7B Beta PEFT (yitzshapiro/FDA-guidance-zephyr-7b-beta-PEFT)

Best Alternatives to FDA Guidance Zephyr 7B Beta PEFT

Best Alternatives
Context / RAM
Downloads
Likes
TroL 7B32K / 17.3 GB137
MoAI 7B32K / 17.7 GB13845
CoLLaVO 7B32K / 18.6 GB1521
... 7b 448 Qinstruct Preview V0.12K / 17.3 GB114
Janus Pro 7B0K / 14.8 GB973233405
Autotrain Z7uyk Cwqtz0K / 0.2 GB70
Qwen 2.5 7B 1M RRP V1 Lora0K / 0.2 GB03
...2.5 7B Instruct Abliterated V30K / 0.2 GB01
Medical Mixtral 7B V2k0K / 0.4 GB170
Silicon Natsuki 7B0K / 14.4 GB51
Note: green Score (e.g. "73.2") means that the model is better than yitzshapiro/FDA-guidance-zephyr-7b-beta-PEFT.

Rank the FDA Guidance Zephyr 7B Beta PEFT 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  

What open-source LLMs or SLMs are you in search of? 48023 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
  Support LLM Explorer