Lince Zero GPTQ by TheBloke

 ยป  All LLMs  ยป  TheBloke  ยป  Lince Zero GPTQ   URL Share it on

  Arxiv:1910.09700   4-bit   Autotrain compatible   Base model:clibrain/lince-zero Base model:quantized:clibrain/...   Custom code Dataset:databricks/databricks-...   Dataset:tatsu-lab/alpaca   Es   Falcon   Gptq   Quantized   Region:us   Safetensors

Lince Zero GPTQ Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Lince Zero GPTQ (TheBloke/lince-zero-GPTQ)

Lince Zero GPTQ Parameters and Internals

Model Type 
Language model, Instruction model, Causal decoder-only
Use Cases 
Areas:
Research, Commercial applications
Primary Use Cases:
Virtual assistants, Content generation
Limitations:
Not suitable for production without risk assessment
Considerations:
Requires caution to mitigate biased or inaccurate outputs
Additional Notes 
Fine-tuned on translated datasets with potential inherited biases
Supported Languages 
Spanish (natural instructions)
Training Details 
Data Sources:
Alpaca (translated into Spanish), Dolly (translated into Spanish)
Data Volume:
80k examples
Methodology:
Augmented from Alpaca and Dolly datasets
Training Time:
8 hours
Hardware Used:
GPU A100 40 GB
Model Architecture:
Casual decoder-only model based on Falcon-7B
Input Output 
Input Format:
Natural language instructions in Spanish
Accepted Modalities:
text
Output Format:
Adaptable to task-based requests
LLM NameLince Zero GPTQ
Repository ๐Ÿค—https://huggingface.co/TheBloke/lince-zero-GPTQ 
Model NameLince Zero
Model CreatorCliBrAIn
Base Model(s)  Lince Zero   clibrain/lince-zero
Model Size1.2b
Required VRAM4 GB
Updated2025-02-22
MaintainerTheBloke
Model Typefalcon
Model Files  4.0 GB
Supported Languageses
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureFalconForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.34.0.dev0
Is Biased0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size65024
Torch Data Typefloat16

Rank the Lince Zero GPTQ Capabilities

๐Ÿ†˜ 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! ๐ŸŒŸ

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? 43508 in total.

Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227