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Stablelm Tuned Alpha 7B by stabilityai

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  Autotrain compatible   Dataset:dahoas/full-hh-rlhf   Dataset:dmayhem93/chatcombined Dataset:huggingfaceh4/databric... Dataset:jeffwan/sharegpt vicun... Dataset:nomic-ai/gpt4all promp...   Dataset:tatsu-lab/alpaca   En   Endpoints compatible   Gpt neox   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/stabilityai/stablelm-tuned-alpha-7b 

Stablelm Tuned Alpha 7B Benchmarks

LMSys ELO: 840 vs 1272 (so35)-34%
ARC: 31.91 vs 96.7 (so35)-67%
HellaSwag: 53.59 vs 95.3 (gpt4)-43.8%
MMLU: 24.41 vs 88.3 (so35)-72.4%
TruthfulQA: 40.37 vs 59 (gpt4)-31.6%
WinoGrande: 53.12 vs 87.5 (gpt4)-39.3%
GSM8K: 0.83 vs 96.4 (so35)-99.1%
LLME Score: 0.19314
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Stablelm Tuned Alpha 7B (stabilityai/stablelm-tuned-alpha-7b)

Stablelm Tuned Alpha 7B Parameters and Internals

Model Type 
causal-lm
Use Cases 
Areas:
research, commercial applications
Limitations:
Not all biases and toxicity can be mitigated, Should not substitute human judgment
Considerations:
Should be used in a manner that is compliant with the CC BY-NC-SA-4.0 license
Additional Notes 
The model exhibits helpful and harmless behavior by design, and it's equipped to support users while adhering to safety guidelines.
Supported Languages 
en (fluent)
Training Details 
Data Sources:
dmayhem93/ChatCombined, tatsu-lab/alpaca, nomic-ai/gpt4all_prompt_generations, Dahoas/full-hh-rlhf, jeffwan/sharegpt_vicuna, HuggingFaceH4/databricks_dolly_15k
Context Length:
4096
Model Architecture:
NeoX transformer architecture
Input Output 
Accepted Modalities:
text
Output Format:
text
LLM NameStablelm Tuned Alpha 7B
Repository 🤗https://huggingface.co/stabilityai/stablelm-tuned-alpha-7b 
Model Size7b
Required VRAM31.9 GB
Updated2025-02-22
Maintainerstabilityai
Model Typegpt_neox
Model Files  9.8 GB: 1-of-4   9.8 GB: 2-of-4   9.8 GB: 3-of-4   2.5 GB: 4-of-4
Supported Languagesen
Model ArchitectureGPTNeoXForCausalLM
Licensecc-by-nc-sa-4.0
Context Length4096
Model Max Length4096
Transformers Version4.28.1
Tokenizer ClassGPTNeoXTokenizer
Vocabulary Size50432
Torch Data Typefloat32

Quantized Models of the Stablelm Tuned Alpha 7B

Model
Likes
Downloads
VRAM
Stablelm Tuned Alpha 7B 16bit51216 GB

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Note: green Score (e.g. "73.2") means that the model is better than stabilityai/stablelm-tuned-alpha-7b.

Rank the Stablelm Tuned Alpha 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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Release v20241227
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