From e93c034a7bbe1a3d88a3b0ec2c9ecb8c1ed16408 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Thu, 18 Jun 2026 17:52:12 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: prithivMLmods/II-Search-4B-GGUF Source: Original Platform --- II-Search-4B-GGUF.BF16.gguf | 3 +++ II-Search-4B-GGUF.F16.gguf | 3 +++ II-Search-4B-GGUF.F32.gguf | 3 +++ II-Search-4B-GGUF.Q2_K.gguf | 3 +++ II-Search-4B-GGUF.Q3_K_L.gguf | 3 +++ II-Search-4B-GGUF.Q3_K_M.gguf | 3 +++ II-Search-4B-GGUF.Q3_K_S.gguf | 3 +++ II-Search-4B-GGUF.Q4_K_M.gguf | 3 +++ II-Search-4B-GGUF.Q4_K_S.gguf | 3 +++ II-Search-4B-GGUF.Q5_K_M.gguf | 3 +++ II-Search-4B-GGUF.Q5_K_S.gguf | 3 +++ II-Search-4B-GGUF.Q6_K.gguf | 3 +++ II-Search-4B-GGUF.Q8_0.gguf | 3 +++ .gitattributes | 47 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merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text \ No newline at end of file diff --git a/README.md b/README.md new file mode 100644 index 0000000..c02ba76 --- /dev/null +++ b/README.md @@ -0,0 +1,42 @@ +--- +license: apache-2.0 +base_model: +- Intelligent-Internet/II-Search-4B +language: +- en +pipeline_tag: text-generation +library_name: transformers +tags: +- text-generation-inference +--- + +# **II-Search-4B-GGUF** + +> II-Search-4B is a 4-billion-parameter language model fine-tuned from Qwen3-4B specifically for advanced information seeking and web-integrated reasoning tasks, demonstrating strong capabilities in multi-hop information retrieval, fact verification, and comprehensive report generation; it excels on factual QA benchmarks compared to peers, features sophisticated tool-use for search and web visits, supports distributed inference with vLLM or SGLang (including a 131,072-token context window with custom RoPE scaling), and is suitable for factual question answering, research assistance, and educational applications, with Apple Silicon support via MLX, open integration examples, and full resources available on its Hugging Face repository. + +# Model Files + +| File Name | Size | Quant Type | +|-----------|------|------------| +| II-Search-4B-GGUF.BF16.gguf | 8.05 GB | BF16 | +| II-Search-4B-GGUF.F16.gguf | 8.05 GB | F16 | +| II-Search-4B-GGUF.F32.gguf | 16.1 GB | F32 | +| II-Search-4B-GGUF.Q2_K.gguf | 1.67 GB | Q2_K | +| II-Search-4B-GGUF.Q3_K_L.gguf | 2.24 GB | Q3_K_L | +| II-Search-4B-GGUF.Q3_K_M.gguf | 2.08 GB | Q3_K_M | +| II-Search-4B-GGUF.Q3_K_S.gguf | 1.89 GB | Q3_K_S | +| II-Search-4B-GGUF.Q4_K_M.gguf | 2.5 GB | Q4_K_M | +| II-Search-4B-GGUF.Q4_K_S.gguf | 2.38 GB | Q4_K_S | +| II-Search-4B-GGUF.Q5_K_M.gguf | 2.89 GB | Q5_K_M | +| II-Search-4B-GGUF.Q5_K_S.gguf | 2.82 GB | Q5_K_S | +| II-Search-4B-GGUF.Q6_K.gguf | 3.31 GB | Q6_K | +| II-Search-4B-GGUF.Q8_0.gguf | 4.28 GB | Q8_0 | + +## Quants Usage + +(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants) + +Here is a handy graph by ikawrakow comparing some lower-quality quant +types (lower is better): + +![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png) \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..5d0c447 --- /dev/null +++ b/config.json @@ -0,0 +1,3 @@ +{ + "model_type": "qwen3" +} \ No newline at end of file diff --git a/configuration.json b/configuration.json new file mode 100644 index 0000000..bbeeda1 --- /dev/null +++ b/configuration.json @@ -0,0 +1 @@ +{"framework": "pytorch", "task": "text-generation", "allow_remote": true} \ No newline at end of file