From bbdc2cbe5fc9ab5e2c2689e3da4e957721cf2cff Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sun, 18 Oct 2026 14:32:13 +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/Astral-4B-Preview-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++++++++++++++++++++++++ Astral-4B-Preview.BF16.gguf | 3 +++ Astral-4B-Preview.F16.gguf | 3 +++ Astral-4B-Preview.F32.gguf | 3 +++ Astral-4B-Preview.Q2_K.gguf | 3 +++ Astral-4B-Preview.Q3_K_L.gguf | 3 +++ Astral-4B-Preview.Q3_K_M.gguf | 3 +++ Astral-4B-Preview.Q3_K_S.gguf | 3 +++ Astral-4B-Preview.Q4_K_M.gguf | 3 +++ Astral-4B-Preview.Q4_K_S.gguf | 3 +++ Astral-4B-Preview.Q5_K_M.gguf | 3 +++ Astral-4B-Preview.Q5_K_S.gguf | 3 +++ Astral-4B-Preview.Q6_K.gguf | 3 +++ 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and development use. By including a "Reasoning-level" directive in the system prompt, users can control the model’s depth of reasoning—from direct answers to ultra-detailed reasoning traces—enabling nuanced, structured responses tailored to diverse problem-solving needs. As a preview release, Astral-4B-Preview is ideal for evaluating advanced reasoning capabilities with user-guided depth control in scientific and technical tasks. + +## Model Files + +| File Name | Quant Type | File Size | +| - | - | - | +| Astral-4B-Preview.BF16.gguf | BF16 | 8.05 GB | +| Astral-4B-Preview.F16.gguf | F16 | 8.05 GB | +| Astral-4B-Preview.F32.gguf | F32 | 16.1 GB | +| Astral-4B-Preview.Q2_K.gguf | Q2_K | 1.67 GB | +| Astral-4B-Preview.Q3_K_L.gguf | Q3_K_L | 2.24 GB | +| Astral-4B-Preview.Q3_K_M.gguf | Q3_K_M | 2.08 GB | +| Astral-4B-Preview.Q3_K_S.gguf | Q3_K_S | 1.89 GB | +| Astral-4B-Preview.Q4_K_M.gguf | Q4_K_M | 2.5 GB | +| Astral-4B-Preview.Q4_K_S.gguf | Q4_K_S | 2.38 GB | +| Astral-4B-Preview.Q5_K_M.gguf | Q5_K_M | 2.89 GB | +| Astral-4B-Preview.Q5_K_S.gguf | Q5_K_S | 2.82 GB | +| Astral-4B-Preview.Q6_K.gguf | Q6_K | 3.31 GB | +| Astral-4B-Preview.Q8_0.gguf | Q8_0 | 4.28 GB | + +## 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