Coven Tiny 1.1B 32K Orpo Alpha by raidhon

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Coven Tiny 1.1B 32K Orpo Alpha is an open-source language model by raidhon. Features: 1.1b LLM, VRAM: 2.2GB, Context: 32K, License: apache-2.0, HF Score: 40.7, LLM Explorer Score: 0.17, Arc: 37.2, HellaSwag: 53.7, MMLU: 38.5, TruthfulQA: 42.2, WinoGrande: 58.6, GSM8K: 14.

Base model:finetune:tinyllama/... Base model:tinyllama/tinyllama...   Conversational   En   Endpoints compatible   Llama   Model-index   Orpo   Region:us   Safetensors

Coven Tiny 1.1b 32k Orpo Alpha Benchmarks

Coven Tiny 1.1B 32K Orpo Alpha (raidhon/coven_tiny_1.1b_32k_orpo_alpha)
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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 ๐Ÿค—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
Updated2026-04-05
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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Note: green Score (e.g. "73.2") means that the model is better than raidhon/coven_tiny_1.1b_32k_orpo_alpha.

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Instruction Following and Task Automation  
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Release v20260328a