From c97ae121e8545a4fe0390a86325534a85466e9a8 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sun, 4 Oct 2026 04:45:13 +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/Eta-Aurigae-0.6B-Echelon1-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++++++++++++++++ Eta-Aurigae-0.6B-Echelon1.BF16.gguf | 3 ++ Eta-Aurigae-0.6B-Echelon1.F32.gguf | 3 ++ Eta-Aurigae-0.6B-Echelon1.Q4_K_M.gguf | 3 ++ Eta-Aurigae-0.6B-Echelon1.Q5_K_M.gguf | 3 ++ Eta-Aurigae-0.6B-Echelon1.Q8_0.gguf | 3 ++ README.md | 37 +++++++++++++++++++++ config.json | 3 ++ configuration.json | 1 + 9 files changed, 103 insertions(+) create mode 100644 .gitattributes create mode 100644 Eta-Aurigae-0.6B-Echelon1.BF16.gguf create mode 100644 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a/Eta-Aurigae-0.6B-Echelon1.Q8_0.gguf b/Eta-Aurigae-0.6B-Echelon1.Q8_0.gguf new file mode 100644 index 0000000..d1f4e42 --- /dev/null +++ b/Eta-Aurigae-0.6B-Echelon1.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:da5c3d73d7f2e9bf6d91250dcc9207d1921cdbc663d61655c56be1154a9448dc +size 639447104 diff --git a/README.md b/README.md new file mode 100644 index 0000000..5920301 --- /dev/null +++ b/README.md @@ -0,0 +1,37 @@ +--- +license: apache-2.0 +language: +- en +base_model: +- prithivMLmods/Eta-Aurigae-0.6B-Echelon1 +pipeline_tag: text-generation +library_name: transformers +tags: +- text-generation-inference +- science +--- + +# **Eta-Aurigae-0.6B-Echelon1-GGUF** + +> **Eta-Aurigae-0.6B-Echelon1** is a compact, efficient model specialized in **science, factual accuracy**, and **structured reasoning**. Fine-tuned on **Qwen3-0.6B** using the **MoT (Mixture of Thoughts)** dataset—focused on scientific understanding and expert factual domains—it delivers high-precision outputs for STEM education, tutoring, and analytical thinking in resource-constrained environments. + +## Model File + +| File Name | Size | Format | Description | +|--------------------------------------------|--------|---------------|------------------------------------------| +| Eta-Aurigae-0.6B-Echelon1.BF16.gguf | 1.2 GB | GGUF (BF16) | BFloat16 precision model file | +| Eta-Aurigae-0.6B-Echelon1.F32.gguf | 2.39 GB| GGUF (F32) | Float32 precision model file | +| Eta-Aurigae-0.6B-Echelon1.Q4_K_M.gguf | 397 MB | GGUF (Q4_K_M) | 4-bit quantized model file | +| Eta-Aurigae-0.6B-Echelon1.Q5_K_M.gguf | 444 MB | GGUF (Q5_K_M) | 5-bit quantized model file | +| Eta-Aurigae-0.6B-Echelon1.Q8_0.gguf | 639 MB | GGUF (Q8_0) | 8-bit quantized model file | +| config.json | 31 B | JSON | Configuration file | +| .gitattributes | 1.88 kB| Text | Git attributes configuration | + +## 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..d1b8b99 --- /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..159097f --- /dev/null +++ b/configuration.json @@ -0,0 +1 @@ +{"framework": "pytorch", "task": "others", "allow_remote": true} \ No newline at end of file