Text Completion by kathleenge

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Text Completion is an open-source language model by kathleenge. Features: 7b LLM, VRAM: 2.4GB, License: apache-2.0, Quantized, LLM Explorer Score: 0.14.

  4bit Base model:finetune:unsloth/mi... Base model:unsloth/mistral-7b-...   En   Endpoints compatible   Lora   Mistral   Quantized   Region:us   Safetensors   Trl   Unsloth

Text Completion Benchmarks

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

Text Completion Parameters and Internals

Model Type 
text-generation-inference
Additional Notes 
Trained 2x faster using Unsloth and Huggingface's TRL library.
Supported Languages 
en (fluent)
LLM NameText Completion
Repository 🤗https://huggingface.co/kathleenge/text_completion 
Base Model(s)  unsloth/mistral-7b-v0.3-bnb-4bit   unsloth/mistral-7b-v0.3-bnb-4bit
Model Size7b
Required VRAM2.4 GB
Updated2025-03-21
Maintainerkathleenge
Model Files  2.4 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureAutoModel
Licenseapache-2.0
Model Max Length32768
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token[control_768]
PEFT TypeLORA
LoRA ModelYes
PEFT Target Moduleso_proj|down_proj|up_proj|k_proj|q_proj|gate_proj|v_proj
LoRA Alpha32
LoRA Dropout0
R Param128

Best Alternatives to Text Completion

Best Alternatives
Context / RAM
Downloads
Likes
...entesterFlow V3 Reasoning LoRA0K / 0 GB190
Lora0K / 0.2 GB190
Qwen 2.5 7B S1k Lora Model0K / 0.2 GB01
Mistral 7B News Cnn Merged0K / 0.3 GB01
Qwen 2.1 7B Persona Lora Model0K / 0.2 GB01
Qwen2.5 7B Exp2 Lora Model0K / 0.2 GB01
Qwen 2.5 7B Rp Lora0K / 0.2 GB03
Text Completion0K / 2.4 GB01
Cognitive Hacker0.20K / 0.2 GB01
Cognitive Hacker0K / 0.2 GB01
Note: green Score (e.g. "73.2") means that the model is better than kathleenge/text_completion.

Rank the Text Completion 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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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a