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Dolly V2 7B Sharded 8bit by ethzanalytics

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  8-bit   8bit   Autotrain compatible Dataset:databricks/databricks-...   Dolly   Dolly-v2   En   Gpt neox   Instruct   Pytorch   Quantized   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/ethzanalytics/dolly-v2-7b-sharded-8bit 

Dolly V2 7B Sharded 8bit Benchmarks

LLME Score: 0.08019
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Dolly V2 7B Sharded 8bit (ethzanalytics/dolly-v2-7b-sharded-8bit)
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Dolly V2 7B Sharded 8bit Parameters and Internals

Model Type 
text generation
Additional Notes 
The model is optimized for low-RAM loading using 8-bit quantization techniques with `bitsandbytes`, making it suitable for use in environments like Google Colab.
Supported Languages 
en (fluent)
LLM NameDolly V2 7B Sharded 8bit
Repository 🤗https://huggingface.co/ethzanalytics/dolly-v2-7b-sharded-8bit 
Base Model(s)  Dolly V2 7B Sharded   ethzanalytics/dolly-v2-7b-sharded
Model Size7b
Required VRAM7.4 GB
Updated2025-10-03
Maintainerethzanalytics
Model Typegpt_neox
Model Files  2.0 GB: 1-of-4   2.0 GB: 2-of-4   2.0 GB: 3-of-4   1.4 GB: 4-of-4
Supported Languagesen
Quantization Type8bit
Model ArchitectureGPTNeoXForCausalLM
Licensemit
Context Length2048
Model Max Length2048
Transformers Version4.28.1
Tokenizer ClassGPTNeoXTokenizer
Vocabulary Size50280
Torch Data Typefloat16

Best Alternatives to Dolly V2 7B Sharded 8bit

Best Alternatives
Context / RAM
Downloads
Likes
Stablelm Tuned Alpha 7B 16bit4K / 16 GB65
...lm Tuned Alpha 7B Sharded 8bit4K / 8.6 GB112
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Dolly V2 7B 8bit2K / 7.4 GB90
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RedPajama 7B 1638416K / 36 GB74
Stablelm Tuned Alpha 7B4K / 31.9 GB764360
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Stablelm 7B Sft V7 Epoch 34K / 32.4 GB182067
StableLManticore 7B4K / 16 GB61
Note: green Score (e.g. "73.2") means that the model is better than ethzanalytics/dolly-v2-7b-sharded-8bit.

Rank the Dolly V2 7B Sharded 8bit 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 v20241124
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