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Dolly V2 12B Sharded Bf16 by diegi97

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  Autotrain compatible   Endpoints compatible   Gpt neox   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/diegi97/dolly-v2-12b-sharded-bf16 

Dolly V2 12B Sharded Bf16 Benchmarks

LLME Score: 0.09397
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Dolly V2 12B Sharded Bf16 (diegi97/dolly-v2-12b-sharded-bf16)

Dolly V2 12B Sharded Bf16 Parameters and Internals

Model Type 
text generation
Additional Notes 
Utilizes sharding to load the model in parts, directly onto the GPU, optimizing memory resource usage.
Training Details 
Methodology:
Sharded loading technique to reduce CPU memory requirements.
LLM NameDolly V2 12B Sharded Bf16
Repository 🤗https://huggingface.co/diegi97/dolly-v2-12b-sharded-bf16 
Model Size12b
Required VRAM23.8 GB
Updated2025-02-23
Maintainerdiegi97
Model Typegpt_neox
Model Files  2.0 GB: 1-of-13   1.9 GB: 2-of-13   1.9 GB: 3-of-13   1.9 GB: 4-of-13   1.9 GB: 5-of-13   1.9 GB: 6-of-13   1.9 GB: 7-of-13   1.9 GB: 8-of-13   1.9 GB: 9-of-13   1.9 GB: 10-of-13   1.9 GB: 11-of-13   1.9 GB: 12-of-13   0.9 GB: 13-of-13
Model ArchitectureGPTNeoXForCausalLM
Context Length2048
Model Max Length2048
Transformers Version4.26.1
Tokenizer ClassGPTNeoXTokenizer
Vocabulary Size50280
Torch Data Typebfloat16

Quantized Models of the Dolly V2 12B Sharded Bf16

Model
Likes
Downloads
VRAM
Dolly V2 12B Sharded 8bit41912 GB

Best Alternatives to Dolly V2 12B Sharded Bf16

Best Alternatives
Context / RAM
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...sst Sft 4 Pythia 12B Epoch 3.52K / 23.8 GB432145365
Dolly V2 12B2K / 23.8 GB68431954
Pythia 12B2K / 23.8 GB14160135
Oasst Sft 1 Pythia 12B2K / 23.8 GB5010278
Pythia 12B Deduped2K / 23.8 GB992551
Pythia 12B Sft V8 7K Steps2K / 23.8 GB214221
...ythia 12B Sft V8 Rlhf 2K Steps2K / 23.8 GB19030
H2ogpt Gm Oasst1 En 1024 12B2K / 23.8 GB20075
Pythia 12B Pre V8.12.5K Steps2K / 23.8 GB19166
Pythia 12B Sft V8.2.5K Steps2K / 23.8 GB19020
Note: green Score (e.g. "73.2") means that the model is better than diegi97/dolly-v2-12b-sharded-bf16.

Rank the Dolly V2 12B Sharded Bf16 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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