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Coven Tiny 1.1B 32K Orpo Alpha by raidhon

 »  All LLMs  »  raidhon  »  Coven Tiny 1.1B 32K Orpo Alpha   URL Share it on

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  Autotrain compatible Base model:finetune:tinyllama/... Base model:tinyllama/tinyllama...   Conversational   En   Endpoints compatible   Llama   Model-index   Orpo   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/raidhon/coven_tiny_1.1b_32k_orpo_alpha 

Coven Tiny 1.1b 32k Orpo Alpha Benchmarks

ARC: 37.2 vs 96.7 (so35)-61.5%
HellaSwag: 53.71 vs 95.3 (gpt4)-43.6%
MMLU: 38.53 vs 88.3 (so35)-56.4%
TruthfulQA: 42.2 vs 59 (gpt4)-28.5%
WinoGrande: 58.56 vs 87.5 (gpt4)-33.1%
GSM8K: 14.03 vs 96.4 (so35)-85.4%
LLME Score: 0.21724
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Coven Tiny 1.1B 32K Orpo Alpha (raidhon/coven_tiny_1.1b_32k_orpo_alpha)

Coven Tiny 1.1B 32K Orpo Alpha Parameters and Internals

Model Type 
text-generation, large-language-model
Additional Notes 
Coven Tiny 1.1B 32K uses the innovative ORPO (Monolithic Preference Optimization without Reference Model) technique, which simplifies the fine-tuning process by directly optimizing the odds ratio.
Supported Languages 
multilingual (unknown)
LLM NameCoven Tiny 1.1b 32k Orpo Alpha
Repository 🤗https://huggingface.co/raidhon/coven_tiny_1.1b_32k_orpo_alpha 
Base Model(s)  TinyLlama/TinyLlama-1.1B-Chat-v1.0   TinyLlama/TinyLlama-1.1B-Chat-v1.0
Model Size1.1b
Required VRAM2.2 GB
Updated2025-03-12
Maintainerraidhon
Model Typellama
Model Files  2.2 GB
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.39.3
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typefloat16

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Rank the Coven Tiny 1.1B 32K Orpo Alpha 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  
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Release v20241227
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