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 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
 slipstream-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
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README.md

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+
+---
+license: other
+library_name: peft
+base_model: zai-org/GLM-Z1-9B-0414
+tags:
+- slipstream
+- agent
+- protocol
+- gguf
+- text-generation-inference
+---
+
+# Slipstream GLM-Z1 9B (Finetuned)
+
+This is a finetune of **GLM-Z1-9B** trained on the **Slipstream** dataset. It is designed to communicate using the efficient **Slipstream Protocol (SLIP)**, using semantic quantization to compress complex thoughts into concise message payloads.
+
+## Model Details
+- **Architecture:** GLM-4 / GLM-Z1
+- **Parameters:** ~9B
+- **Format:** GGUF (Q8_0 - High Quality)
+- **File Size:** ~9.3 GB
+
+## Usage (Ollama)
+
+1. Download the GGUF file.
+2. Create a `Modelfile`:
+
+```dockerfile
+FROM ./slipstream-Q8_0.gguf
+TEMPLATE """{{ if .System }}<|im_start|>system
+{{ .System }}<|im_end|>
+{{ end }}{{ if .Prompt }}<|im_start|>user
+{{ .Prompt }}<|im_end|>
+{{ end }}<|im_start|>assistant
+"""
+PARAMETER stop "<|im_end|>"
+SYSTEM """You are an AI agent that communicates using the Slipstream protocol (SLIP).
+
+Slipstream uses semantic quantization - instead of verbose natural language, you transmit compact messages that reference a shared concept codebook (UCR).
+
+Wire format: SLIP v1 <src> <dst> <anchor> [payload...]
+
+Always respond with SLIP messages when coordinating with other agents."""
+```
+
+3. Run: `ollama create slipstream -f Modelfile`
+4. Chat: `ollama run slipstream "Tell bob to review my code"`
+
+## Training
+Finetuned using **Unsloth** on the Slipstream Think-Quantize-Transmit dataset.

slipstream-Q8_0.gguf

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+version https://git-lfs.github.com/spec/v1
+oid sha256:71872d8c8aaff6dbe430fdf45cb4bc18a7fc747c22fca4e07fae476c1fe790fc
+size 9999610240