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Zephyr 7B Sft Safe by AmberYifan

 »  All LLMs  »  AmberYifan  »  Zephyr 7B Sft Safe   URL Share it on

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  Autotrain compatible Base model:alignment-handbook/... Base model:finetune:alignment-...   Conversational   Dataset:generator   Endpoints compatible   Generated from trainer   Mistral   Region:us   Safetensors   Sft   Sharded   Tensorboard   Tensorflow   Trl
Model Card on HF 🤗: https://huggingface.co/AmberYifan/zephyr-7b-sft-safe 

Zephyr 7B Sft Safe Benchmarks

LLME Score: 0.19922
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Zephyr 7B Sft Safe (AmberYifan/zephyr-7b-sft-safe)

Zephyr 7B Sft Safe Parameters and Internals

Model Type 
trl, sft, generated_from_trainer
Additional Notes 
Training Loss over epochs: - Epoch 0.54, Step 100, Training Loss: 0.9227, Validation Loss: 1.3366 - Epoch 1.08, Step 200, Training Loss: 0.3659, Validation Loss: 1.4554 - Epoch 1.62, Step 300, Training Loss: 0.3187, Validation Loss: 1.4746
Training Details 
Data Sources:
generator
Hardware Used:
multi-GPU, num_devices: 4
LLM NameZephyr 7B Sft Safe
Repository 🤗https://huggingface.co/AmberYifan/zephyr-7b-sft-safe 
Base Model(s)  Zephyr 7B Sft Full   alignment-handbook/zephyr-7b-sft-full
Model Size7b
Required VRAM14.4 GB
Updated2025-02-01
MaintainerAmberYifan
Model Typemistral
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3   0.0 GB
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.39.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than AmberYifan/zephyr-7b-sft-safe.

Rank the Zephyr 7B Sft Safe 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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