card: Parameters table first under H1 (sidebar badge empty by design — no weights)
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README.md
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# Qwen3-Coder-Next-Spark-Agentic
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<!-- ainfera:honesty-block -->
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## Honesty / launch class
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- **Default port:** `8001` (does not steal Laguna `:8000` unless pack *is* Laguna-S).
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- **Engine:** vLLM OpenAI server + official FP8 (`scripts/serve_vllm_fp8.sh`)
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## Parameters
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|--|--|
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| **Total** | **~80B** (HF count 79.67B BF16; non-embedding ~79B) |
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| **Active / token** | **~3B** |
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| **Arch** | MoE · `Qwen3NextForCausalLM` · 512 experts · 10 act · 1 shared |
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| **Source** | [Qwen/Qwen3-Coder-Next](https://huggingface.co/Qwen/Qwen3-Coder-Next) |
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| **This pack** | **runtime / probe only** — no weights here |
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> HF native **Parameters** badge stays empty (no checkpoint in this repo) — size is the table above.
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> Native **Model tree** appears via YAML `base_model` for discoverability; pack is still runbook-only.
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> Full detail: [Model parameters](#model-parameters-upstream--not-this-pack).
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**Preview / Unverified** DGX Spark deployment pack for
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[Qwen/Qwen3-Coder-Next](https://huggingface.co/Qwen/Qwen3-Coder-Next)
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(~80B total / ~3B active).
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> This repository is a **runtime pack**, not a model checkpoint and not a re-quant.
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> **Harness format/routing probe** 2/2 (receipt only). **Not tool-reliability proof. Not ship / gate claim.** Verifier ≠ gate clearance.
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## Status
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---
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---
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## Probe quickstart (not a runnable day-0 ship path)
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# Qwen3-Coder-Next-Spark-Agentic
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## Parameters
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|--|--|
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| **Total** | **~80B** (HF count 79.67B BF16; non-embedding ~79B) |
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| **Active / token** | **~3B** |
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| **Context** | upstream card (see Qwen model page) |
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| **Arch** | MoE · `Qwen3NextForCausalLM` · 512 experts · 10 act · 1 shared |
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| **Default OS path** | Official **FP8** primary · GGUF alts secondary (weights not in this repo) |
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| **Source** | [Qwen/Qwen3-Coder-Next](https://huggingface.co/Qwen/Qwen3-Coder-Next) |
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| **This pack** | **runtime / probe pack only** — no weights here |
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> **Size is this table.** Hub sidebar **Parameters** badge stays empty on purpose — this repo has **no checkpoint weights** (pack / not-a-model).
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> Do not treat badge blank as “unknown size.” Numbers above are upstream / measured-pack facts.
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**Preview / Unverified** DGX Spark deployment pack for [Qwen/Qwen3-Coder-Next](https://huggingface.co/Qwen/Qwen3-Coder-Next) (~80B total / ~3B active).
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> This repository is a **runtime pack**, not a model checkpoint and not a re-quant.
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> **Harness format/routing probe** 2/2 (receipt only). **Not tool-reliability proof. Not ship / gate claim.** Verifier ≠ gate clearance.
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<!-- ainfera:honesty-block -->
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## Honesty / launch class
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- **Default port:** `8001` (does not steal Laguna `:8000` unless pack *is* Laguna-S).
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- **Engine:** vLLM OpenAI server + official FP8 (`scripts/serve_vllm_fp8.sh`)
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## Status
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---
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---
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## Probe quickstart (not a runnable day-0 ship path)
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