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GritLM 7B by GritLM

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GritLM 7B is an open-source language model by GritLM. Features: 7b LLM, VRAM: 14.4GB, Context: 32K, License: apache-2.0, HF Score: 61.2, LLM Explorer Score: 0.19, Arc: 58.1, HellaSwag: 80.9, MMLU: 60, TruthfulQA: 45.8, WinoGrande: 77.8, GSM8K: 44.6.

  Arxiv:2402.09906 Base model:finetune:mistralai/... Base model:mistralai/mistral-7...   Conversational   Custom code   Dataset:gritlm/tulu2   Endpoints compatible   Eval-results   Mistral   Model-index   Mteb   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/GritLM/GritLM-7B 

GritLM 7B Benchmarks

ARC: 58.11 vs 96.7 (so35)-39.9%
HellaSwag: 80.91 vs 95.3 (gpt4)-15.1%
MMLU: 60.02 vs 88.3 (so35)-32%
TruthfulQA: 45.81 vs 59 (gpt4)-22.4%
WinoGrande: 77.82 vs 87.5 (gpt4)-11.1%
GSM8K: 44.58 vs 96.4 (so35)-53.8%
LLME Score: 0.18937
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
GritLM 7B (GritLM/GritLM-7B)
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GritLM 7B Parameters and Internals

Model Type 
text-generation, text-representation
Additional Notes 
GritLM unifies text representation (embedding) and text generation into a single model.
Supported Languages 
en (proficient)
LLM NameGritLM 7B
Repository 🤗https://huggingface.co/GritLM/GritLM-7B 
Base Model(s)  mistralai/Mistral-7B-v0.1   mistralai/Mistral-7B-v0.1
Model Size7b
Required VRAM14.4 GB
Updated2026-05-01
MaintainerGritLM
Model Typemistral
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3   4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3   0.0 GB
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.37.2
Tokenizer ClassLlamaTokenizer
Padding Token<s>
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than GritLM/GritLM-7B.

Rank the GritLM 7B 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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