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Yi 34B 200K XLCTX RAW ORPO 0805 GaLore by adamo1139

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  Autotrain compatible   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/adamo1139/Yi-34B-200K-XLCTX-RAW-ORPO-0805-GaLore 

Yi 34B 200K XLCTX RAW ORPO 0805 GaLore Benchmarks

LLME Score: 0.184
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Yi 34B 200K XLCTX RAW ORPO 0805 GaLore (adamo1139/Yi-34B-200K-XLCTX-RAW-ORPO-0805-GaLore)

Yi 34B 200K XLCTX RAW ORPO 0805 GaLore Parameters and Internals

Use Cases 
Applications:
Serves as a base for further finetuning
Primary Use Cases:
Further finetuning for specialized tasks
Considerations:
Intended to reduce inherited behavior from training on AI-generated content.
Additional Notes 
The model is not intended for chat applications.
Training Details 
Data Sources:
adamo1139/rawrr_v2_2_stage1
Methodology:
Finetuned using ORPO and GaLore with 4-bit (bnb) weights on the dataset.
LLM NameYi 34B 200K XLCTX RAW ORPO 0805 GaLore
Repository 🤗https://huggingface.co/adamo1139/Yi-34B-200K-XLCTX-RAW-ORPO-0805-GaLore 
Model Size34b
Required VRAM69.2 GB
Updated2025-02-22
Maintaineradamo1139
Model Typellama
Model Files  4.8 GB: 1-of-15   4.8 GB: 2-of-15   5.0 GB: 3-of-15   4.8 GB: 4-of-15   4.8 GB: 5-of-15   5.0 GB: 6-of-15   4.8 GB: 7-of-15   4.8 GB: 8-of-15   5.0 GB: 9-of-15   4.8 GB: 10-of-15   4.8 GB: 11-of-15   5.0 GB: 12-of-15   4.8 GB: 13-of-15   4.8 GB: 14-of-15   1.2 GB: 15-of-15
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length200000
Model Max Length200000
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than adamo1139/Yi-34B-200K-XLCTX-RAW-ORPO-0805-GaLore.

Rank the Yi 34B 200K XLCTX RAW ORPO 0805 GaLore 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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