Soren 1 Small by syntropy-ai

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Soren 1 Small is an open-source language model by syntropy-ai. Features: 2b LLM, VRAM: 3.8GB, Context: 1024K, License: apache-2.0, Instruction-Based, Merged, LLM Explorer Score: 0.32.

  Merged Model   1048576-context   1m-context   Agentic   Analytical   Assistant Base model:adapter:qwen/qwen3....   Base model:qwen/qwen3.5-2b   Blackwell   Chat   Claude-style   Code-assistant   Code-generation   Coding   Coding-model   Compact-model   Conversational Dataset:angrygiraffe/claude-op... Dataset:argilla/distilabel-cap... Dataset:argilla/openhermespref... Dataset:code-refinement/dpo-sa... Dataset:dalisoft/claude-opus-4... Dataset:hastagaras/claude-sonn... Dataset:ianncity/hunter-alpha-... Dataset:m-a-p/codefeedback-fil... Dataset:nettoov/gpt-5.4-xhigh-...   Dataset:nvidia/helpsteer   Dataset:openbmb/ultrafeedback Dataset:roman1111111/claude-op... Dataset:roman1111111/claude-so... Dataset:sashvat/hyperthink-x-n... Dataset:syntropy-ai/its-me-sor... Dataset:teichai/claude-4.5-opu... Dataset:teichai/claude-opus-4.... Dataset:teichai/claude-sonnet-... Dataset:teichai/gpt-5-codex-25... Dataset:teichai/gpt-5.2-high-r... Dataset:teichai/lordx64-claude... Dataset:vezora/code-preference...   Decoder-only   Dpo   Edge-ai   En   Helpful-assistant   Honest-ai   Human-like   Instruct   Instruction-following   Local-llm   Long-context   Long-context-model   Lora   Low-hallucination   Math   Nvidia   Open-source-ai   Open-weights   Preference-optimization   Problem-solving   Project-syntropic   Python   Qwen   Qwen3   Qwen3.5   Qwen3.5-2b   Qwen3 5 text   Reasoning   Reasoning-assistant   Reasoning-model   Region:us   Rtx-pro-6000-blackwell   Safetensors   Sft   Software-engineering   Soren   Soren-1   Soren-1-small   Supervised-finetuning   Syntropy-ai   Thinking   Trl   Unsloth   Yarn   Yarn-4x

Soren 1 Small Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Soren 1 Small Parameters and Internals

LLM NameSoren 1 Small
Repository 🤗https://huggingface.co/syntropy-ai/Soren-1-Small 
Model Namesoren_dpo2_merged
Base Model(s)  Qwen/Qwen3.5-2B   Qwen/Qwen3.5-2B
Merged ModelYes
Model Size2b
Required VRAM3.8 GB
Updated2026-07-01
Maintainersyntropy-ai
Model Typeqwen3_5_text
Instruction-BasedYes
Model Files  3.8 GB
Supported Languagesen
Model ArchitectureQwen3_5ForCausalLM
Licenseapache-2.0
Context Length1048576
Model Max Length1048576
Transformers Version5.9.0
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size248320
Errorsreplace

Rank the Soren 1 Small 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 v20260328a