Context 1 by chromadb

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Context 1 is an open-source language model by chromadb. Features: 20b LLM, VRAM: 41.8GB, Context: 128K, License: apache-2.0, LLM Explorer Score: 0.39.

Base model:finetune:openai/gpt...   Base model:openai/gpt-oss-20b   Conversational   Endpoints compatible   Gpt oss   Region:us   Safetensors

Context 1 Benchmarks

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

Context 1 Parameters and Internals

LLM NameContext 1
Repository 🤗https://huggingface.co/chromadb/context-1 
Base Model(s)  GPT Oss 20B   openai/gpt-oss-20b
Model Size20b
Required VRAM41.8 GB
Updated2026-05-06
Maintainerchromadb
Model Typegpt_oss
Model Files  41.8 GB
Model ArchitectureGptOssForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version5.3.0
Tokenizer ClassTokenizersBackend
Padding Token<|endoftext|>
Vocabulary Size201088

Best Alternatives to Context 1

Best Alternatives
Context / RAM
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OTel LLM 20B Reasoning128K / 83.8 GB2020
GPT Oss Safeguard 20B128K / 13.8 GB71918220
GPT Oss 20B Heretic Ara V4128K / 13.8 GB419213
GPT Oss 20B Abliterated128K / 41.6 GB8263
GPT Oss 20B BF16128K / 41.6 GB7014733
OptiMind SFT128K / 42 GB172399
GPT Oss 20B Heretic128K / 41.6 GB980116
...ecurity 20B Merged Heretic Ara128K / 41.6 GB2281
Note: green Score (e.g. "73.2") means that the model is better than chromadb/context-1.

Rank the Context 1 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