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SlimPLM Retrieval Necessity Judgment by zstanjj

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SlimPLM Retrieval Necessity Judgment is an open-source language model by zstanjj. Features: 6.7b LLM, VRAM: 27.1GB, Context: 4K, License: llama2, LLM Explorer Score: 0.12.

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

SlimPLM Retrieval Necessity Judgment Benchmarks

LLME Score: 0.11598
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
SlimPLM Retrieval Necessity Judgment (zstanjj/SlimPLM-Retrieval-Necessity-Judgment)
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SlimPLM Retrieval Necessity Judgment Parameters and Internals

Model Type 
Causal Language Model
Additional Notes 
Please star the GitHub repository to show support.
Release Notes 
Date:
2024-01-25
Notes:
Retrieval Necessity Judgment Model released.
Date:
2024-02-20
Notes:
Query Rewriting Model released.
LLM NameSlimPLM Retrieval Necessity Judgment
Repository 🤗https://huggingface.co/zstanjj/SlimPLM-Retrieval-Necessity-Judgment 
Model Size6.7b
Required VRAM27.1 GB
Updated2026-03-03
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   0.0 GB
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-Retrieval-Necessity-Judgment.

Rank the SlimPLM Retrieval Necessity Judgment 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  
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Release v20260328a
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