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Falcon 40B Chat V0.1 by dfurman

 »  All LLMs  »  dfurman  »  Falcon 40B Chat V0.1   URL Share it on

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  Arxiv:2106.09685   Arxiv:2305.14314   Adapter Base model:adapter:tiiuae/falc...   Base model:tiiuae/falcon-40b   Dataset:openassistant/oasst1   Finetuned   Lora   Model-index   Peft   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/dfurman/Falcon-40B-Chat-v0.1 

Falcon 40B Chat V0.1 Benchmarks

LLME Score: 0.0916
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Falcon 40B Chat V0.1 (dfurman/Falcon-40B-Chat-v0.1)
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Falcon 40B Chat V0.1 Parameters and Internals

Model Type 
Causal language model, text-generation, chatbot
Use Cases 
Areas:
research, conversation
Applications:
chatbot
Primary Use Cases:
dialogue generation
Limitations:
Mostly trained on English data, Stereotypes and biases from online sources, Out-of-scope use without risk assessment
Considerations:
Develop guardrails and precautions for production use
Additional Notes 
Model is finetuned on conversation trees. See Colab Notebook for code and hyperparams.
Supported Languages 
English (high)
Training Details 
Data Sources:
OpenAssistant/oasst1
Methodology:
Low Rank Adapters (LoRA), QLoRA
Training Time:
10 hours
Hardware Used:
1 A100-SXM NVIDIA GPU with 37GB memory
Model Architecture:
Causal language model
Input Output 
Input Format:
[Instruction] format for prompts
Accepted Modalities:
text
Output Format:
text
Release Notes 
Version:
v0.1
Date:
May 30, 2023
Notes:
Fine-tuning details and benchmark results.
LLM NameFalcon 40B Chat V0.1
Repository 🤗https://huggingface.co/dfurman/Falcon-40B-Chat-v0.1 
Base Model(s)  Falcon 40B   tiiuae/falcon-40b
Model Size40b
Required VRAM0 GB
Updated2025-08-24
Maintainerdfurman
Model Files  0.0 GB   0.0 GB
Model ArchitectureAdapter
Licenseapache-2.0
Is Biasednone
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesquery_key_value
LoRA Alpha32
LoRA Dropout0.05
R Param8

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Note: green Score (e.g. "73.2") means that the model is better than dfurman/Falcon-40B-Chat-v0.1.

Rank the Falcon 40B Chat V0.1 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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