Krea-2-Raw
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From language to images, open weights to APIs. Understand capabilities and compare real costs.
Find the right engine for your next idea.
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- a model that feels less censored than stock chat releases - a model that is more capable than the raw base on practical text workloads - a compact local GGUF that still serves quickly on Apple Silicon - Uncensored chat behavior without forcing every prompt into coding mode - Tuned from the strongest `fast` line instead of the raw base - Neutral chat template baked into the GGUF to reduce prompt-routing bugs - Verified on Apple Silicon with clean general-chat and coding responses - Base model: `google/gemma-4-26B-A4B-it` - Format: `GGUF Q4_K_M` - General Korean prompt speed: `222.0 tok/s` - Generation speed: `89.4 tok/s` - Derived from the verified `SuperGemma Fast` MLX line
Do not pass `--chat-template /path/to/chat_template.jinja` as a literal path string on launch paths that expect the template body. That can corrupt responses.
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Adjust provider, category or input/output filters. New models are added continuously.
Adjust monthly token usage to compare estimated API costs.
Uses collected, comparable USD-per-million-token rates. Snapshots exclude cache discounts, tiers, extra reasoning output and taxes. Check current source prices.
Separate input, output and cache rates, then estimate the same workload. Image, audio and video rates may use items, duration or resolution rather than tokens.
Not necessarily. Check each version’s license, commercial restrictions and policies. Self-hosting also incurs compute and maintenance costs.
Rankings depend on tasks, versions and methods. Compare accuracy, latency, reliability and costs on your own workload.