LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

MistralLite 7B GPTQ by TheBloke

 »  All LLMs  »  TheBloke  »  MistralLite 7B GPTQ   URL Share it on

  17   
  4-bit   Autotrain compatible   Base model:amazon/mistrallite Base model:quantized:amazon/mi...   Gptq   Mistral   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/MistralLite-7B-GPTQ 

MistralLite 7B GPTQ Benchmarks

LLME Score: 0.12605
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
MistralLite 7B GPTQ (TheBloke/MistralLite-7B-GPTQ)

MistralLite 7B GPTQ Parameters and Internals

Model Type 
mistral
Use Cases 
Areas:
Long context line and topic retrieval, Summarization, Question-answering
Additional Notes 
MistralLite is fine-tuned from Mistral-7B-v0.1 with enhanced performance on long context processing, maintaining simple model structure.
Supported Languages 
English (native)
Training Details 
Data Sources:
SLidingEncoder and Decoder (SLED), (Long) Natural Questions (NQ), OpenAssistant Conversations Dataset (OASST1)
Methodology:
Enhanced capabilities of processing long context with adapted Rotary Embedding and sliding window during fine-tuning.
Context Length:
32000
Model Architecture:
Derived from Mistral-7B-v0.1 with an adapted Rotary Embedding and sliding window for better long context processing.
Input Output 
Input Format:
<|prompter|>{prompt}~~<|assistant|>
Accepted Modalities:
text
LLM NameMistralLite 7B GPTQ
Repository 🤗https://huggingface.co/TheBloke/MistralLite-7B-GPTQ 
Model NameMistralLite 7B
Model CreatorAmazon Web Services
Base Model(s)  MistralLite   amazon/MistralLite
Model Size7b
Required VRAM4.2 GB
Updated2025-06-02
MaintainerTheBloke
Model Typemistral
Model Files  4.2 GB
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.34.0
Tokenizer ClassLlamaTokenizer
Padding Token[PAD]
Vocabulary Size32003
Torch Data Typefloat16

Best Alternatives to MistralLite 7B GPTQ

Best Alternatives
Context / RAM
Downloads
Likes
...enHermes 2.5 Mistral 7B Marlin32K / 4.1 GB1682
Zephyr 7B Beta Marlin32K / 4.1 GB1800
...ral 7B Instruct V0.3 GPTQ 4bit32K / 4.2 GB2508518
Mistral 7B Instruct V0.3 GPTQ32K / 4.2 GB158991
Mistral 7B Instruct V0.2 GPTQ32K / 4.2 GB4811351
...ral 7B Instruct V0.3 GPTQ 4bit32K / 4.2 GB294618
...ephyr 7B Beta Channelwise Gptq32K / 4 GB124580
...istral 7B Pruned50 GPTQ Marlin32K / 4 GB100
Mistral 7B Unsloth Gptq 8bit32K / 7.7 GB130
...phyr 7B Beta Assistant V1 Gptq32K / 4.2 GB161
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/MistralLite-7B-GPTQ.

Rank the MistralLite 7B GPTQ 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  

What open-source LLMs or SLMs are you in search of? 47796 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
  Support LLM Explorer