diff --git a/.gitattributes b/.gitattributes
index a6344aac8c09253b3b630fb776ae94478aa0275b..5a99dfe18b3c535365e43f29dc32dd81b6473c9f 100644
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diff --git a/README.md b/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..a44968fc9c17f1d5e4d7a0de1af8e985df41a0e2
--- /dev/null
+++ b/README.md
@@ -0,0 +1,47 @@
+---
+base_model: Steelskull/L3.1-MS-Astoria-70b-v2
+pipeline_tag: text-generation
+quantized_by: featherless-ai-quants
+---
+
+# Steelskull/L3.1-MS-Astoria-70b-v2 GGUF Quantizations 🚀
+
+![Featherless AI Quants](./featherless-quants.png)
+
+*Optimized GGUF quantization files for enhanced model performance*
+
+> Powered by [Featherless AI](https://featherless.ai) - run any model you'd like for a simple small fee.
+---
+
+## Available Quantizations 📊
+
+| Quantization Type | File | Size |
+|-------------------|------|------|
+| IQ4_XS | [Steelskull-L3.1-MS-Astoria-70b-v2-IQ4_XS](https://huggingface.co/featherless-ai-quants/Steelskull-L3.1-MS-Astoria-70b-v2-GGUF/tree/main/Steelskull-L3.1-MS-Astoria-70b-v2-IQ4_XS) | 36496.80 MB (folder) |
+| Q2_K | [Steelskull-L3.1-MS-Astoria-70b-v2-Q2_K](https://huggingface.co/featherless-ai-quants/Steelskull-L3.1-MS-Astoria-70b-v2-GGUF/tree/main/Steelskull-L3.1-MS-Astoria-70b-v2-Q2_K) | 25153.27 MB (folder) |
+| Q3_K_L | [Steelskull-L3.1-MS-Astoria-70b-v2-Q3_K_L](https://huggingface.co/featherless-ai-quants/Steelskull-L3.1-MS-Astoria-70b-v2-GGUF/tree/main/Steelskull-L3.1-MS-Astoria-70b-v2-Q3_K_L) | 35420.04 MB (folder) |
+| Q3_K_M | [Steelskull-L3.1-MS-Astoria-70b-v2-Q3_K_M](https://huggingface.co/featherless-ai-quants/Steelskull-L3.1-MS-Astoria-70b-v2-GGUF/tree/main/Steelskull-L3.1-MS-Astoria-70b-v2-Q3_K_M) | 32680.04 MB (folder) |
+| Q3_K_S | [Steelskull-L3.1-MS-Astoria-70b-v2-Q3_K_S](https://huggingface.co/featherless-ai-quants/Steelskull-L3.1-MS-Astoria-70b-v2-GGUF/tree/main/Steelskull-L3.1-MS-Astoria-70b-v2-Q3_K_S) | 29480.04 MB (folder) |
+| Q4_K_M | [Steelskull-L3.1-MS-Astoria-70b-v2-Q4_K_M](https://huggingface.co/featherless-ai-quants/Steelskull-L3.1-MS-Astoria-70b-v2-GGUF/tree/main/Steelskull-L3.1-MS-Astoria-70b-v2-Q4_K_M) | 40550.61 MB (folder) |
+| Q4_K_S | [Steelskull-L3.1-MS-Astoria-70b-v2-Q4_K_S](https://huggingface.co/featherless-ai-quants/Steelskull-L3.1-MS-Astoria-70b-v2-GGUF/tree/main/Steelskull-L3.1-MS-Astoria-70b-v2-Q4_K_S) | 38478.11 MB (folder) |
+| Q5_K_M | [Steelskull-L3.1-MS-Astoria-70b-v2-Q5_K_M](https://huggingface.co/featherless-ai-quants/Steelskull-L3.1-MS-Astoria-70b-v2-GGUF/tree/main/Steelskull-L3.1-MS-Astoria-70b-v2-Q5_K_M) | 47635.86 MB (folder) |
+| Q5_K_S | [Steelskull-L3.1-MS-Astoria-70b-v2-Q5_K_S](https://huggingface.co/featherless-ai-quants/Steelskull-L3.1-MS-Astoria-70b-v2-GGUF/tree/main/Steelskull-L3.1-MS-Astoria-70b-v2-Q5_K_S) | 46403.36 MB (folder) |
+| Q6_K | [Steelskull-L3.1-MS-Astoria-70b-v2-Q6_K](https://huggingface.co/featherless-ai-quants/Steelskull-L3.1-MS-Astoria-70b-v2-GGUF/tree/main/Steelskull-L3.1-MS-Astoria-70b-v2-Q6_K) | 55206.44 MB (folder) |
+| Q8_0 | [Steelskull-L3.1-MS-Astoria-70b-v2-Q8_0](https://huggingface.co/featherless-ai-quants/Steelskull-L3.1-MS-Astoria-70b-v2-GGUF/tree/main/Steelskull-L3.1-MS-Astoria-70b-v2-Q8_0) | 71501.79 MB (folder) |
+
+
+---
+
+## ⚡ Powered by [Featherless AI](https://featherless.ai)
+
+### Key Features
+
+- 🔥 **Instant Hosting** - Deploy any Llama model on HuggingFace instantly
+- 🛠️ **Zero Infrastructure** - No server setup or maintenance required
+- 📚 **Vast Compatibility** - Support for 2400+ models and counting
+- 💎 **Affordable Pricing** - Starting at just $10/month
+
+---
+
+**Links:**  
+[Get Started](https://featherless.ai) | [Documentation](https://featherless.ai/docs) | [Models](https://featherless.ai/models)
\ No newline at end of file
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