Reposition: the small-GPU and modest-RAM champion, for everyone
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README.md
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A hob is an English household spirit that quietly does the work. Hob Forge exists for one
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reason: **to help you actually run good models on the hardware you already have.** We build
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**3Bβ4B finetunes and merges β the best little agentic models** β
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Every release promises:
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- **A stated memory budget.** Quant sizes and KV-cache maths
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- **Honest evals.** Held-out benchmarks only, decontamination stated, baselines included β
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the raw base and a same-size peer, same harness, same settings. We publish the harness
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output, not vibes.
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A hob is an English household spirit that quietly does the work. Hob Forge exists for one
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reason: **to help you actually run good models on the hardware you already have.** We build
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**3Bβ4B finetunes and merges β the best little agentic models** β and we are unapologetically
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**the champion of small GPUs and modest RAM**: every release states exactly what it needs at
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8GB, 12GB, and 16GB (and what CPU-only costs you), and ships with the exact way to run it β
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step-by-step guides, tested configs, real support.
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Every release promises:
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- **A stated memory budget.** Quant sizes and KV-cache maths per hardware tier β 8GB, 12GB,
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16GB β in every card, measured, not projected. If it doesn't fit with real context at a
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tier, the card says so plainly.
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- **Honest evals.** Held-out benchmarks only, decontamination stated, baselines included β
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the raw base and a same-size peer, same harness, same settings. We publish the harness
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output, not vibes.
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