File size: 3,375 Bytes
1820754 9587008 1820754 9587008 1820754 941eccb 1820754 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 | # Publish Check: Qwen3.5-2B-oQ8-mtp
## Model
- Published repo: [`dylpickle13/Qwen3.5-2B-oQ8-mtp`](https://huggingface.co/dylpickle13/Qwen3.5-2B-oQ8-mtp)
- Base model: [`Qwen/Qwen3.5-2B`](https://huggingface.co/Qwen/Qwen3.5-2B)
- Base revision: `15852e8c16360a2fea060d615a32b45270f8a8fc`
- License: Apache-2.0
- Runtime target: oMLX / MLX
- Quantization/conversion: oMLX/oQ level 8, affine 8-bit, group size 64, bfloat16 preserved tensors, `text_only=false`, `preserve_mtp=true`
## Local artifact verification
- Local source path: `/Users/dylanrapanan/.omlx/models/Qwen3.5-2B-oQ8-mtp`
- Required files present: PASS after adding upstream `LICENSE`
- `model.safetensors` size: `2,735,417,896` bytes
- safetensors metadata: `{"format": "mlx"}`
- tensor count: `1020`
- MTP tensor count: `29`
- vision tensor count: `297`
- oMLX discovery before upload: `model_type=vlm`, `mtp_compatible=true`
## Local oMLX smoke tests
- oMLX server/version: local oMLX server; `mlx-lm 0.31.3`, `mlx-vlm 0.5.0`
- loaded model name: `Qwen3.5-2B-oQ8-mtp`
- text smoke test: PASS — prompt `Reply with exactly OK.` returned `OK`
- image smoke test: PASS — generated red square returned `red`
- notes: low-latency camera profile applied with 8192 context, 512 max tokens, thinking disabled, `mtp_enabled=true`, `vlm_mtp_enabled=false`
## Private Hugging Face upload
- private repo created: PASS
- uploaded repo: [`dylpickle13/Qwen3.5-2B-oQ8-mtp`](https://huggingface.co/dylpickle13/Qwen3.5-2B-oQ8-mtp)
- initial private upload commit: `e5394295ebc0195d3944cc416d56c7a1d8de4b3d`
- license-added private commit: `65e35d8d606f85dd1c1f45f88b2035ab7ea7a474`
- uploaded files:
- `.gitattributes`
- `README.md`
- `LICENSE`
- `chat_template.jinja`
- `config.json`
- `merges.txt`
- `model.safetensors`
- `preprocessor_config.json`
- `tokenizer.json`
- `tokenizer_config.json`
- `vocab.json`
## Clean-download verification
- clean download path: `projects/omlx/quant-publisher/downloads/Qwen3.5-2B-oQ8-mtp-hf-clean`
- file list verified: PASS
- safetensors opens: PASS
- tensor counts match: PASS
- clean download tensor count: `1020`
- clean download MTP tensor count: `29`
- clean download vision tensor count: `297`
- oMLX clean load: PASS — local oMLX copy was deleted, then re-downloaded from the private Hugging Face repo, discovered, loaded, and tested
- text smoke test: PASS — `OK`
- image smoke test: PASS — `red`
## Public release
- repo made public: PASS
- anonymous access verified: PASS — public API and raw README returned HTTP 200
- final public URL: <https://huggingface.co/dylpickle13/Qwen3.5-2B-oQ8-mtp>
- public release commit verified: `18207548b8ce5bc8d699d35cbe9dcf73d0bbd056`
- final verification note: this `PUBLISH_CHECK.md` was updated after public release, so the repository latest commit may be newer than the public release commit above.
## Backup
- Google Drive backup: NA for this run unless requested separately
- backup folder URL: NA
- checksum notes: safetensors metadata and tensor counts recorded above
## Cleanup
- old local `Qwen3.5-0.8B-oQ8-mtp` removed from oMLX: PASS
- temporary base source `Qwen/Qwen3.5-2B` removed from oMLX: PASS
- clean download removed: PASS
- local project copy removed or retained intentionally: weights kept only under ignored `downloads/` temporarily for verification; no weights committed
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