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Pythia 1.4B Deduped Int4 Step36000 GPTQ Wikitext2 by Xu-Ouyang

 »  All LLMs  »  Xu-Ouyang  »  Pythia 1.4B Deduped Int4 Step36000 GPTQ Wikitext2   URL Share it on

  76   
  Arxiv:1910.09700   4-bit   Autotrain compatible   Endpoints compatible   Gpt neox   Gptq   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/Xu-Ouyang/pythia-1.4b-deduped-int4-step36000-GPTQ-wikitext2 

Pythia 1.4B Deduped Int4 Step36000 GPTQ Wikitext2 Benchmarks

LLME Score: 0.199
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Pythia 1.4B Deduped Int4 Step36000 GPTQ Wikitext2 (Xu-Ouyang/pythia-1.4b-deduped-int4-step36000-GPTQ-wikitext2)

Pythia 1.4B Deduped Int4 Step36000 GPTQ Wikitext2 Parameters and Internals

LLM NamePythia 1.4B Deduped Int4 Step36000 GPTQ Wikitext2
Repository 🤗https://huggingface.co/Xu-Ouyang/pythia-1.4b-deduped-int4-step36000-GPTQ-wikitext2 
Model Size1.4b
Required VRAM1 GB
Updated2025-02-22
MaintainerXu-Ouyang
Model Typegpt_neox
Model Files  1.0 GB
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureGPTNeoXForCausalLM
Context Length2048
Model Max Length2048
Transformers Version4.41.2
Tokenizer ClassGPTNeoXTokenizer
Vocabulary Size50304
Torch Data Typefloat16

Best Alternatives to Pythia 1.4B Deduped Int4 Step36000 GPTQ Wikitext2

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Context / RAM
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...Int4 Step107000 GPTQ Wikitext22K / 1 GB760
... Int3 Step71000 GPTQ Wikitext22K / 0.9 GB780
...Int3 Step143000 GPTQ Wikitext22K / 0.9 GB780
...Int3 Step110000 GPTQ Wikitext22K / 0.9 GB780
...Int4 Step110000 GPTQ Wikitext22K / 1 GB780
...Int4 Step143000 GPTQ Wikitext22K / 1 GB780
... Int4 Step71000 GPTQ Wikitext22K / 1 GB770
...4B Deduped Int4 GPTQ Wikitext22K / 1.5 GB50
Pythia 1.4B Deduped 8K Base8K / 7.3 GB41
Pythia 1.4B Deduped 4K Base4K / 6.1 GB1622

Rank the Pythia 1.4B Deduped Int4 Step36000 GPTQ Wikitext2 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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