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Qwen3-Coder-Next-GGUF
backpack-run/Qwen3-Coder-Next-GGUF
Qwen3-Coder-Next-GGUF is a machine learning model from backpack-run. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for gguf. The card lists the license as apache-2.0.
GGUF quantizations of Qwen/Qwen3-Coder-Next-GGUF, tested for llama.cpp-compatible text inference and packaged for Backpack. The original publisher produced these GGUF files; Backpack verified and repackaged the immuta…
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.gguf190 GB · 100%
At a glance
- Library
- gguf
- License
- apache-2.0
- Access
- Public
- Created
- Aug 31, 2026
- Updated
- Sep 4, 2026
- SHA
- 5b8950c7
Base models
Model card
From the Hugging Face model README
Qwen3-Coder-Next-GGUF — Backpack GGUF
GGUF quantizations of Qwen/Qwen3-Coder-Next-GGUF, tested for llama.cpp-compatible text inference and packaged for Backpack. The original publisher produced these GGUF files; Backpack verified and repackaged the immutable artifacts without re-quantizing them.
Model
| Property | Value |
|---|---|
| Original model | Qwen/Qwen3-Coder-Next-GGUF |
| Original publisher | Qwen |
| Upstream revision | b82fb7382639d97b38fa7672e526c760c2fb358e |
| Architecture | Qwen3NextForCausalLM |
| Parameters | 79,674,391,296 |
| Context length | 262,144 |
| Input modalities | text |
| Output modalities | text |
| License | apache-2.0 |
Available packages
| Quantization | Size | Approx. RAM | Recommended for |
|---|---|---|---|
| Q4_K_M | 45.1 GiB | 66.35 GB | Most users |
| Q5_K_M | 52.8 GiB | 77.56 GB | Higher quality |
| Q8_0 | 79.0 GiB | 115.5 GB | Plenty of memory |
Memory values are estimates, not guarantees. Runtime configuration and context length change actual use.
Backpack recommendation
Recommended: Q4_K_M. It usually offers a practical quality, size, and speed balance for local inference.
Run with llama.cpp
Using the llama.cpp revision recorded below:
llama-completion --model Qwen3-Coder-Next-Q4_K_M/Qwen3-Coder-Next-Q4_K_M-00001-of-00004.gguf -cnv
Run with Backpack
These artifacts and backpack-model.yaml are prepared for the Backpack AI workspace.
Validation
| Package | Integrity | Load | Inference | Tokenizer |
|---|---|---|---|---|
| Q4_K_M | passed | passed | passed | passed |
| Q5_K_M | passed | passed | passed | passed |
| Q8_0 | passed | passed | passed | passed |
Capability qualification: code
Tested with Qwen3-Coder-Next-Q4_K_M-00001-of-00004.gguf. These are deterministic smoke tests, not benchmark scores.
| Capability | Status |
|---|---|
| chat | passed |
| code_generation | passed |
| structured_tool_arguments | passed |
| tool_calling | passed |
| multi_turn_tool_loop | passed |
-
Packaged: 2026-08-31T11:20:27.760656+00:00
-
llama.cpp revision:
bdf3955159d7184f44b76091973eeff532890a35 -
SHA-256 checksums: see
checksums.sha256 -
Qwen3-Coder-Next-Q4_K_M/Qwen3-Coder-Next-Q4_K_M-00001-of-00004.gguf:6bcfc9f9c37901eeb92172e2ab871224dab36a453d263bcb2547f737409534da -
Qwen3-Coder-Next-Q4_K_M/Qwen3-Coder-Next-Q4_K_M-00002-of-00004.gguf:817def0691ee9d08bf3dc4444be7aed29c9e52091e8fa9d97901ce7e7f6f01d3 -
Qwen3-Coder-Next-Q4_K_M/Qwen3-Coder-Next-Q4_K_M-00003-of-00004.gguf:23aa634d47dca9b4ca3ea249384e6f01951b24c83cdc076f37f6f43d6c99883f -
Qwen3-Coder-Next-Q4_K_M/Qwen3-Coder-Next-Q4_K_M-00004-of-00004.gguf:249c768cc5f130dc731567d6edcbdacc48e14dec9e02c5dbe2b2185d2c5bdb2b -
Qwen3-Coder-Next-Q5_K_M/Qwen3-Coder-Next-Q5_K_M-00001-of-00004.gguf:d68162877891c4ba309c8601a69721ecfc7be2091ad99e8175a078ae59decdd3 -
Qwen3-Coder-Next-Q5_K_M/Qwen3-Coder-Next-Q5_K_M-00002-of-00004.gguf:3da1a3fda1061009126eb48c7098221653ab63e0a266d3b6d04f5eac3ae9aa74 -
Qwen3-Coder-Next-Q5_K_M/Qwen3-Coder-Next-Q5_K_M-00003-of-00004.gguf:df60c7a55c6e118d4984a829b74df6b9e863dcea749ee7dc25ab5e72913624e1 -
Qwen3-Coder-Next-Q5_K_M/Qwen3-Coder-Next-Q5_K_M-00004-of-00004.gguf:777ac63a6f94272934996b1cfd7e5619c6804e8580ec4e00311d2a465e298c6a -
Qwen3-Coder-Next-Q8_0/Qwen3-Coder-Next-Q8_0-00001-of-00004.gguf:30b7554fc0c846a5dc3ecf585884c77471f73e3da698a8ba4fabd8e7868c6533 -
Qwen3-Coder-Next-Q8_0/Qwen3-Coder-Next-Q8_0-00002-of-00004.gguf:3f96379de5a5c4655cb378710ea571d5e9cc96f260120a44a6477198efcdc27d -
Qwen3-Coder-Next-Q8_0/Qwen3-Coder-Next-Q8_0-00003-of-00004.gguf:5dd1ce07eaae95ee430331dc9c6f3120ff88e4211ad3a0cceeaa963f25328504 -
Qwen3-Coder-Next-Q8_0/Qwen3-Coder-Next-Q8_0-00004-of-00004.gguf:76730702c630bf76305139165cb85421858604030851dfd64fe96a5e67cda99d
Provenance
The source model was resolved to immutable revision b82fb7382639d97b38fa7672e526c760c2fb358e. The GGUF files were quantized by Qwen and verified by Backpack against the pinned llama.cpp revision recorded above.
License and attribution
Upstream declares apache-2.0. Review the upstream model card and comply with all applicable terms.
Backpack does not claim ownership of the original model. Backpack did not quantize the upstream GGUF artifacts.
Disclaimer
Quantization can alter output quality. Memory estimates vary with runtime configuration, context length, and hardware.
- Library
- gguf
- License
- apache-2.0
- Created
- Aug 31, 2026
- Updated
- Sep 4, 2026