Falcon 180B Chat Asst Ds Lora by smangrul

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  Adapter Dataset:smangrul/chat-instruct...   Finetuned   Instruct   Lora   Peft   Region:us

Falcon 180B Chat Asst Ds Lora Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Falcon 180B Chat Asst Ds Lora (smangrul/falcon-180B-chat-asst-ds-lora)
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Falcon 180B Chat Asst Ds Lora Parameters and Internals

Training Details 
Data Sources:
smangrul/chat-instruct-mixer
Methodology:
Fine-tuned version using PEFT LoRA + DeepSpeed ZeRO3 + Flash Attention + Activation Checkpointing.
LLM NameFalcon 180B Chat Asst Ds Lora
Repository ๐Ÿค—https://huggingface.co/smangrul/falcon-180B-chat-asst-ds-lora 
Model Size180b
Required VRAM0.5 GB
Updated2025-08-21
Maintainersmangrul
Instruction-BasedYes
Model Files  0.5 GB
Model ArchitectureAdapter
Licenseapache-2.0
Is Biasednone
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesquery_key_value|dense|dense_h_to_4h|dense_4h_to_h
LoRA Alpha32
LoRA Dropout0.1
R Param16

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Rank the Falcon 180B Chat Asst Ds Lora Capabilities

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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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124