Mid-range 4B multilingual embedding workhorse, quality vs. cost sweet spot for the F2LLM family.
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The 4B mid-range model in the F2LLM-v2 family from CodeFuse-AI, fine-tuned from Qwen3-4B-Base via the family's open two-stage contrastive + instruction-tuned recipe on 60M multilingual samples. Successor to F2LLM-v1-4B, which previously ranked #2 in its size tier and #7 overall on MTEB English.