Ppo Zephyr Vllm 2e 6 Kl 0.03 Num Mini Batches 1 By vwxyzjn: Benchmarks, Features and Detailed Analysis. Insights on Ppo Zephyr Vllm 2e 6 Kl 0.03 Num Mini Batches 1.

Autotrain compatible Base model:alignment-handbook/... Base model:finetune:alignment-... Conversational Endpoints compatible Generated from trainer Mistral Region:us Safetensors Sharded Tensorboard Tensorflow

Model Card on HF 🤗: https://huggingface.co/vwxyzjn/ppo_zephyr_vllm_2e-6_kl_0.03_num_mini_batches_1

Ppo Zephyr Vllm 2e 6 Kl 0.03 Num Mini Batches 1 Benchmarks

LLME Score: 0.19195

^nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

What is the LLM Explorer Rank (Score)

Ppo Zephyr Vllm 2e 6 Kl 0.03 Num Mini Batches 1 (vwxyzjn/ppo_zephyr_vllm_2e-6_kl_0.03_num_mini_batches_1)

Ppo Zephyr Vllm 2e 6 Kl 0.03 Num Mini Batches 1 Parameters and Internals

Additional Notes

This model is a fine-tuned version of alignment-handbook/zephyr-7b-sft-full on an unknown dataset. Hyperparameters include a learning rate of 2e-06 with an Adam optimizer.

Training Details

Hardware Used:

multi-GPU

LLM Name	Ppo Zephyr Vllm 2e 6 Kl 0.03 Num Mini Batches 1
Repository 🤗	https://huggingface.co/vwxyzjn/ppo_zephyr_vllm_2e-6_kl_0.03_num_mini_batches_1
Base Model(s)	Zephyr 7B Sft Full alignment-handbook/zephyr-7b-sft-full
Model Size	7b
Required VRAM	14.4 GB
Updated	2025-02-22
Maintainer	vwxyzjn
Model Type	mistral
Model Files	4.9 GB: 1-of-3 5.0 GB: 2-of-3 4.5 GB: 3-of-3 0.0 GB
Model Architecture	MistralForCausalLM
License	apache-2.0
Context Length	32768
Model Max Length	32768
Transformers Version	4.40.1
Tokenizer Class	LlamaTokenizer
Padding Token	[PAD]
Vocabulary Size	32000
Torch Data Type	bfloat16

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Note: green Score (e.g. "73.2") means that the model is better than vwxyzjn/ppo_zephyr_vllm_2e-6_kl_0.03_num_mini_batches_1.

Rank the Ppo Zephyr Vllm 2e 6 Kl 0.03 Num Mini Batches 1 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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Ppo Zephyr Vllm 2e 6 Kl 0.03 Num Mini Batches 1 by vwxyzjn

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Ppo Zephyr Vllm 2e 6 Kl 0.03 Num Mini Batches 1 Benchmarks

Ppo Zephyr Vllm 2e 6 Kl 0.03 Num Mini Batches 1 Parameters and Internals

Best Alternatives to Ppo Zephyr Vllm 2e 6 Kl 0.03 Num Mini Batches 1

Rank the Ppo Zephyr Vllm 2e 6 Kl 0.03 Num Mini Batches 1 Capabilities

What open-source LLMs or SLMs are you in search of? 43470 in total.