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Speechless Instruct Mistral 7B V0.2 by uukuguy

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  Autotrain compatible   Code Dataset:garage-baind/open-plat... Dataset:jondurbin/airoboros-2....   Dataset:open-orca/openorca Dataset:tokenbender/python eva... Dataset:wizardlm/wizardlm evol...   En   Endpoints compatible   Instruct   Mistral   Model-index   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/uukuguy/speechless-instruct-mistral-7b-v0.2 

Speechless Instruct Mistral 7B V0.2 Benchmarks

MMLU Pro: 21.14
GPQA: 4.25
MUSR: 21.17
BBH: 24.56
IFEval: 32.61 vs 88 (so35)-62.9%
ARC: 58.79 vs 96.7 (so35)-39.2%
HellaSwag: 81.89 vs 95.3 (gpt4)-14.1%
MMLU: 61.27 vs 88.3 (so35)-30.6%
TruthfulQA: 49.85 vs 59 (gpt4)-15.5%
WinoGrande: 78.22 vs 87.5 (gpt4)-10.6%
GSM8K: 56.33 vs 96.4 (so35)-41.6%
MATH Lvl 5: 4.91
LLME Score: 0.25358
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Speechless Instruct Mistral 7B V0.2 (uukuguy/speechless-instruct-mistral-7b-v0.2)

Speechless Instruct Mistral 7B V0.2 Parameters and Internals

Model Type 
text-generation
Additional Notes 
Prompt the model using the Alpaca instruction format for best results.
Supported Languages 
English (Proficient)
Training Details 
Data Sources:
jondurbin/airoboros-2.2, Open-Orca/OpenOrca, garage-bAInd/Open-Platypus, WizardLM/WizardLM_evol_instruct_V2_196k, TokenBender/python_eval_instruct_51k, Spider
Data Volume:
201,981 samples
Methodology:
Fine-tuned to improve reasoning and planning abilities
Input Output 
Input Format:
Alpaca instruction format
Accepted Modalities:
text
LLM NameSpeechless Instruct Mistral 7B V0.2
Repository 🤗https://huggingface.co/uukuguy/speechless-instruct-mistral-7b-v0.2 
Model Size7b
Required VRAM14.4 GB
Updated2025-02-22
Maintaineruukuguy
Model Typemistral
Instruction-BasedYes
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.39.0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than uukuguy/speechless-instruct-mistral-7b-v0.2.

Rank the Speechless Instruct Mistral 7B V0.2 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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