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ECE PRYMMAL1B FT V1 by Youlln

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ECE PRYMMAL1B FT V1 is an open-source language model by Youlln. Features: 1b LLM, VRAM: 6.2GB, Context: 32K, License: apache-2.0, Instruction-Based, Merged, LLM Explorer Score: 0.19.

  Merged Model Base model:finetune:lilrg/ece-...   Conversational   Dataset:mosaicml/instruct-v3   Endpoints compatible   Instruct   Model-index   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Youlln/ECE-PRYMMAL1B-FT-V1 

ECE PRYMMAL1B FT V1 Benchmarks

LLME Score: 0.18728
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
ECE PRYMMAL1B FT V1 (Youlln/ECE-PRYMMAL1B-FT-V1)
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ECE PRYMMAL1B FT V1 Parameters and Internals

LLM NameECE PRYMMAL1B FT V1
Repository 🤗https://huggingface.co/Youlln/ECE-PRYMMAL1B-FT-V1 
Base Model(s)  ECE 1B Merge PRYMMAL   LilRg/ECE-1B-merge-PRYMMAL
Merged ModelYes
Model Size1b
Required VRAM6.2 GB
Updated2026-05-24
MaintainerYoulln
Model Typeqwen2
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   1.2 GB: 2-of-2
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.45.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typefloat32
Errorsreplace

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ECE 1B Merge PRYMMAL32K / 3.6 GB80
MilkyLoong Qwen2.5 1.5B Base132K / 3.1 GB70
Qwen2.5 1B Instruct32K / 2 GB640
Sailor2 1B Chat4K / 2 GB57416
NanoLM 1B Instruct V24K / 2.1 GB121
NanoLM 1B Instruct V1.14K / 2.1 GB161
Note: green Score (e.g. "73.2") means that the model is better than Youlln/ECE-PRYMMAL1B-FT-V1.

Rank the ECE PRYMMAL1B FT V1 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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