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Falcon 11B GPTQ 4bit by thesven

 »  All LLMs  »  thesven  »  Falcon 11B GPTQ 4bit   URL Share it on

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  4-bit   4bit   Autotrain compatible   Conversational   Custom code   Dataset:allenai/c4   Endpoints compatible   Falcon   Gptq   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/thesven/falcon-11B-GPTQ-4bit 

Falcon 11B GPTQ 4bit Benchmarks

LLME Score: 0.1851
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Falcon 11B GPTQ 4bit (thesven/falcon-11B-GPTQ-4bit)

Falcon 11B GPTQ 4bit Parameters and Internals

Model Type 
quantized, causal language model
Use Cases 
Areas:
Research, Foundation for further specialization
Applications:
Summarization, Text Generation, Chatbot
Primary Use Cases:
Research on large language models
Limitations:
Does not generalize to languages outside training, Carries web-trained biases
Considerations:
Finetuning for specific tasks and precautions for production use are recommended.
Supported Languages 
English (high), German (medium), Spanish (medium), French (medium), Italian (medium), Portuguese (medium), Polish (medium), Dutch (medium), Romanian (medium), Czech (medium), Swedish (medium)
Training Details 
Data Sources:
allenai/c4
Methodology:
Quantization with Auto-GPTQ to 4bit
Responsible Ai Considerations 
Fairness:
Trained on large-scale web corpora; may carry stereotypes and biases.
Mitigation Strategies:
Users are recommended to finetune and apply guardrails for production use.
Input Output 
Input Format:
Text input
Accepted Modalities:
text
Output Format:
Generated text
Performance Tips:
Finetuning recommended for task-specific performance.
LLM NameFalcon 11B GPTQ 4bit
Repository 🤗https://huggingface.co/thesven/falcon-11B-GPTQ-4bit 
Model Size11b
Required VRAM6.6 GB
Updated2025-02-22
Maintainerthesven
Model Typefalcon
Model Files  5.0 GB: 1-of-2   1.6 GB: 2-of-2
GPTQ QuantizationYes
Quantization Typegptq|4bit
Model ArchitectureFalconForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.41.0.dev0
Is Biased0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|endoftext|>
Vocabulary Size65024
Torch Data Typefloat16

Best Alternatives to Falcon 11B GPTQ 4bit

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Context / RAM
Downloads
Likes
Falcon 11B8K / 22.1 GB31645212
Falcon2 5.5B Multilingual8K / 10.9 GB2144
Falcon2 5.5B Polish8K / 10.9 GB14941
Falcon2 5.5B Portuguese8K / 10.9 GB2040
Falcon2 11B8K / 6.6 GB520
Enron Falcon 11B8K / 7.6 GB141
Falcon2 5.5B Dutch8K / 10.9 GB791
Falcon2 5.5B Italian8K / 10.9 GB640
Falcon2 5.5B German8K / 10.9 GB350
Falcon2 5.5B Czech8K / 10.9 GB280
Note: green Score (e.g. "73.2") means that the model is better than thesven/falcon-11B-GPTQ-4bit.

Rank the Falcon 11B GPTQ 4bit 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  

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Release v20241227
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