| What it does | Fine-tuned small models for English-to-Bash command generation
| The AI Productivity Tool for Knowledge Workers
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| Stage | Not given
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| Pricing model | Open source
| Contact for pricing
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| Key features | - 1.5B and 0.6B fine-tuned models
- 401,975 synthetic training examples
- 4-bit quantized models
- CLI with llama.cpp integration
- Command preview mode
- Covers file operations, text processing, Git, archives, networking
- Training data and checkpoints available
- Apache 2.0 and MIT licensed
- ALFA-updated benchmark evaluation
- Supervised fine-tuning with LoRA
| - Auto-draft proposal sections based on prompts
- Auto-analyze RFPs to surface key requirements
- Generate presentations from internal knowledge
- Fill questionnaires and assessments instantly
- Summarize and rewrite content
- Search company knowledge across Word, Excel, PowerPoint, Outlook
- Extract and summarize email threads
- Generate data summaries from spreadsheets
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| What makes it different | - 70.7% pass rate on ALFA-updated benchmark vs 63.7% for competing models
- CPU-friendly quantized models
- Specialized for bash command generation from natural language
- Agentically trained with synthetic data generation and evaluation
| - 50% time savings on every task compared to Copilot
- Generates accurate content from verified company knowledge without hallucinations
- Works within existing Microsoft Office workflows
- Enterprise-grade security with SOC 2 Type II and CMMC certification
- Data remains private and siloed per client
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| Free plan | Not given
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| Open source | Not given
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| Platforms | Not given
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| Public API | Not given
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| Community votes | 0 | 0 |
| DR (Domain Rating by Ahrefs) | 36 ● no change since last check | 35 ● no change since last check |
| Trust Flow (Majestic) | 6 | 5 |
| Citation Flow (Majestic) | 32 | 28 |
| Referring domains (Majestic) | 219 | 75 |