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SlimPLM Query Rewriting by zstanjj

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  Arxiv:2402.12052   Autotrain compatible   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/zstanjj/SlimPLM-Query-Rewriting 

SlimPLM Query Rewriting Benchmarks

LLME Score: 0.16419
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
SlimPLM Query Rewriting (zstanjj/SlimPLM-Query-Rewriting)

SlimPLM Query Rewriting Parameters and Internals

Model Type 
Causal Language Model, Query Rewriting
Use Cases 
Primary Use Cases:
Query rewriting, Retrieval Necessity Judgment
Additional Notes 
If you use this model, please star the GitHub repository.
LLM NameSlimPLM Query Rewriting
Repository 🤗https://huggingface.co/zstanjj/SlimPLM-Query-Rewriting 
Model Size7b
Required VRAM27.1 GB
Updated2025-03-18
Maintainerzstanjj
Model Typellama
Model Files  4.8 GB: 1-of-6   4.9 GB: 2-of-6   4.9 GB: 3-of-6   4.9 GB: 4-of-6   4.9 GB: 5-of-6   2.7 GB: 6-of-6
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Padding Token<s>
Vocabulary Size32000
Torch Data Typefloat32

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Note: green Score (e.g. "73.2") means that the model is better than zstanjj/SlimPLM-Query-Rewriting.

Rank the SlimPLM Query Rewriting Capabilities

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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