Text Generation
PEFT
Safetensors
English
kaiju-coder-7
lora
coding
local-ai
business
opencode
conversational
Instructions to use RMDWLLC/kaiju-coder-7-adapter with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use RMDWLLC/kaiju-coder-7-adapter with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("/workspace/kaiju-coder/models/Qwen3.6-27B") model = PeftModel.from_pretrained(base_model, "RMDWLLC/kaiju-coder-7-adapter") - Notebooks
- Google Colab
- Kaggle
Upload Kaiju Coder 7 adapter release package
Browse files- FINAL_RELEASE_REPORT.md +13 -9
- GOAL_COMPLETION_AUDIT.md +1 -1
- HF_UPLOAD_EVIDENCE.md +91 -0
- scripts/check_hf_uploaded_release.py +1 -0
FINAL_RELEASE_REPORT.md
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# Kaiju Coder 7 Final Release Report
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Generated: `2026-06-03T20:
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Product name: `Kaiju Coder 7`
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Public model id: `kaiju-coder-7`
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| Area | Result |
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|---|---|
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| Local public-testing readiness | `ready=
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| Hugging Face release readiness | `ready=
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| Public launch readiness | `ready=False pass=
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| Hugging Face staging integrity | `ready=
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| Paid API launch readiness | `ready=False pass=17 fail=3 manual=7 rc=1` |
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## Hugging Face Upload Evidence
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| Small helper repos uploaded | `True` |
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| Merged model uploaded | `True` |
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| Merged repo | `RMDWLLC/kaiju-coder-7` |
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| Merged repo SHA | `
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| Merged upload size | `39 files / 53.8G / 14 safetensors shards recorded` |
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| Download status | `public downloads verified; no active private-storage blocker recorded` |
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| Visibility decision | `PUBLIC`; `HF_VISIBILITY_DECISION: PUBLIC` recorded in human review |
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| Status | Check | Detail |
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|---|---|---|
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| manual | paid API launch preflight | 17 pass, 3 fail, 7 manual |
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## Public Launch Blockers
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| Status | Check | Detail |
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|---|---|---|
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| fail | paid API launch preflight | 17 pass, 3 fail, 7 manual |
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## Paid API Launch Blockers
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| git HEAD | `git rev-parse HEAD` | 0 |
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| git origin/main | `git rev-parse origin/main` | 0 |
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| git status | `git status --short` | 0 |
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| local readiness | `/opt/homebrew/opt/python@3.14/bin/python3.14 scripts/check_kaiju_public_release_readiness.py --mode local --json --base-url http://100.109.109.14:18083/v1 --live-timeout 5 --staging-dir /tmp/kaiju-coder-7-hf-staging` |
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| HF release readiness | `/opt/homebrew/opt/python@3.14/bin/python3.14 scripts/check_kaiju_public_release_readiness.py --mode hf-release --json --base-url http://100.109.109.14:18083/v1 --live-timeout 5 --staging-dir /tmp/kaiju-coder-7-hf-staging` |
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| public readiness | `/opt/homebrew/opt/python@3.14/bin/python3.14 scripts/check_kaiju_public_release_readiness.py --mode public --json --base-url http://100.109.109.14:18083/v1 --live-timeout 5 --staging-dir /tmp/kaiju-coder-7-hf-staging` | 1 |
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| HF staging integrity | `/opt/homebrew/opt/python@3.14/bin/python3.14 scripts/check_hf_staging_integrity.py --staging-dir /tmp/kaiju-coder-7-hf-staging --require-checksums --json` |
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| paid API launch readiness | `/opt/homebrew/opt/python@3.14/bin/python3.14 scripts/check_paid_api_readiness.py --mode launch --json` | 1 |
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## Report Safety
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# Kaiju Coder 7 Final Release Report
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Generated: `2026-06-03T20:34:20Z`
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Product name: `Kaiju Coder 7`
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Public model id: `kaiju-coder-7`
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| Area | Result |
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|---|---|
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| Local public-testing readiness | `ready=False pass=21 fail=2 manual=1 rc=1` |
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| Hugging Face release readiness | `ready=False pass=21 fail=2 manual=1 rc=1` |
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| Public launch readiness | `ready=False pass=21 fail=3 manual=0 rc=1` |
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| Hugging Face staging integrity | `ready=False pass=5 fail=1 manual=0 rc=1` |
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| Paid API launch readiness | `ready=False pass=17 fail=3 manual=7 rc=1` |
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## Hugging Face Upload Evidence
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| Small helper repos uploaded | `True` |
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| Merged model uploaded | `True` |
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| Merged repo | `RMDWLLC/kaiju-coder-7` |
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| Merged repo SHA | `e693f91170f48b86a194a9fc3a33ac8bab67ee13` |
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| Merged upload size | `39 files / 53.8G / 14 safetensors shards recorded` |
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| Download status | `public downloads verified; no active private-storage blocker recorded` |
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| Visibility decision | `PUBLIC`; `HF_VISIBILITY_DECISION: PUBLIC` recorded in human review |
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| Status | Check | Detail |
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|---|---|---|
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| fail | HF staging integrity | 5 pass, 1 fail, 0 manual |
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| fail | HF release bundle extraction integrity | 4 pass, 1 fail, 0 manual |
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| manual | paid API launch preflight | 17 pass, 3 fail, 7 manual |
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## Public Launch Blockers
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| Status | Check | Detail |
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|---|---|---|
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| fail | HF staging integrity | 5 pass, 1 fail, 0 manual |
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| fail | HF release bundle extraction integrity | 4 pass, 1 fail, 0 manual |
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| fail | paid API launch preflight | 17 pass, 3 fail, 7 manual |
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## Paid API Launch Blockers
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| git HEAD | `git rev-parse HEAD` | 0 |
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| git origin/main | `git rev-parse origin/main` | 0 |
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| git status | `git status --short` | 0 |
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| local readiness | `/opt/homebrew/opt/python@3.14/bin/python3.14 scripts/check_kaiju_public_release_readiness.py --mode local --json --base-url http://100.109.109.14:18083/v1 --live-timeout 5 --staging-dir /tmp/kaiju-coder-7-hf-staging` | 1 |
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| HF release readiness | `/opt/homebrew/opt/python@3.14/bin/python3.14 scripts/check_kaiju_public_release_readiness.py --mode hf-release --json --base-url http://100.109.109.14:18083/v1 --live-timeout 5 --staging-dir /tmp/kaiju-coder-7-hf-staging` | 1 |
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| public readiness | `/opt/homebrew/opt/python@3.14/bin/python3.14 scripts/check_kaiju_public_release_readiness.py --mode public --json --base-url http://100.109.109.14:18083/v1 --live-timeout 5 --staging-dir /tmp/kaiju-coder-7-hf-staging` | 1 |
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| HF staging integrity | `/opt/homebrew/opt/python@3.14/bin/python3.14 scripts/check_hf_staging_integrity.py --staging-dir /tmp/kaiju-coder-7-hf-staging --require-checksums --json` | 1 |
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| paid API launch readiness | `/opt/homebrew/opt/python@3.14/bin/python3.14 scripts/check_paid_api_readiness.py --mode launch --json` | 1 |
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## Report Safety
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GOAL_COMPLETION_AUDIT.md
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# Kaiju Coder 7 Goal Completion Audit
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Generated: `2026-06-03T20:
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Overall: `not complete`
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Summary: `17 passed / 1 blocked / 0 manual`
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# Kaiju Coder 7 Goal Completion Audit
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Generated: `2026-06-03T20:35:10Z`
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Overall: `not complete`
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Summary: `17 passed / 1 blocked / 0 manual`
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HF_UPLOAD_EVIDENCE.md
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# Kaiju Coder 7 Hugging Face Upload Evidence
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+
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+
Generated: `2026-06-03T20:33:20Z`
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+
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## Uploaded Repos
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| Repo | Visibility | Evidence |
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|---|---|---|
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| `RMDWLLC/kaiju-coder-7-adapter` | public | Refreshed at commit `0d5a00a0caf01ad0684e9fdf7b6149382fd356ad`; public visibility verified. |
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+
| `RMDWLLC/kaiju-coder-7-opencode` | public | Refreshed at commit `c069ef221a4ded8bfb1dd7f18d71aa5e4679566d`; public visibility and OpenCode installer dry-run verified. |
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+
| `RMDWLLC/kaiju-coder-7-quantized-runtime` | public | Uploaded at commit `6d7449a3ffac68ed1d591c57b044ba599cee8b11`; public visibility verified. |
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| `RMDWLLC/kaiju-coder-7` | public | `hf upload-large-folder` completed successfully, then metadata refreshed at repo SHA `e693f91170f48b86a194a9fc3a33ac8bab67ee13`; public metadata reports `private: false`. |
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## Merged Model Upload
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Command:
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```bash
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KAIJU_HF_NAMESPACE=RMDWLLC KAIJU_HF_UPLOAD_APPLY=1 bash scripts/upload_hf_merged_model_from_gojira_b.sh
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```
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Result:
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- Repo created: `https://huggingface.co/RMDWLLC/kaiju-coder-7`
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- Files processed: `39/39`
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- Data processed: `53.8G/53.8G`
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- Safetensors shards: `14`
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- HF model metadata reports `private: false`
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- HF model metadata reports `used_storage: 107624196464`
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Verified file list includes:
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```text
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README.md
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config.json
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tokenizer_config.json
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| 37 |
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model.safetensors.index.json
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| 38 |
+
model-00001-of-00014.safetensors
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| 39 |
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model-00002-of-00014.safetensors
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| 40 |
+
model-00003-of-00014.safetensors
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+
model-00004-of-00014.safetensors
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model-00005-of-00014.safetensors
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model-00006-of-00014.safetensors
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model-00007-of-00014.safetensors
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model-00008-of-00014.safetensors
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model-00009-of-00014.safetensors
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model-00010-of-00014.safetensors
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model-00011-of-00014.safetensors
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model-00012-of-00014.safetensors
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model-00013-of-00014.safetensors
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model-00014-of-00014.safetensors
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MERGED_MODEL_RELEASE_MANIFEST.json
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upstream/qwen3.6-27b/LICENSE
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```
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+
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## Public Visibility Verification
|
| 57 |
+
|
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Command:
|
| 59 |
+
|
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```bash
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| 61 |
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KAIJU_HF_PUBLIC_APPLY=1 bash scripts/make_hf_release_public.sh
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```
|
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+
|
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Result:
|
| 65 |
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| 66 |
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- Human review preflight passed with `HF_VISIBILITY_DECISION: PUBLIC`.
|
| 67 |
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- `hf auth whoami` returned user `restokes92` with org `RMDWLLC`.
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- `hf repos settings ... --public` completed for all four repos.
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- `python3 scripts/check_hf_uploaded_release.py --namespace RMDWLLC --apply --require-public`
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passed `17/17` checks after the public visibility switch and again after
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the refreshed public helper upload.
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- The adapter, OpenCode helper, and runtime-quantized helper repos downloaded
|
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successfully as public repos.
|
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+
- The downloaded OpenCode helper installer dry-run passed and included the
|
| 75 |
+
loop guard.
|
| 76 |
+
- Merged model metadata reports `private: false`, SHA
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| 77 |
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`e693f91170f48b86a194a9fc3a33ac8bab67ee13`, and lists all `14`
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safetensors shards.
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+
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The earlier private-storage limit blocked private file downloads after the
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large private upload. Public visibility resolved that download blocker for the
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release repos; no Hugging Face storage upgrade is required for public testing.
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Former private-download error:
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```text
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| 87 |
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403 Forbidden: private repository storage allowance was exceeded for RMDWLLC
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| 88 |
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```
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| 89 |
+
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This was not an upload failure. HF metadata and file listings showed the repos
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and files existed before the public switch.
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scripts/check_hf_uploaded_release.py
CHANGED
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@@ -63,6 +63,7 @@ REPOS: tuple[RepoSpec, ...] = (
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"PUBLIC_TESTING_QUICKSTART.md",
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"FINAL_RELEASE_REPORT.md",
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"GOAL_COMPLETION_AUDIT.md",
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"UPSTREAM_LICENSE_CHECK.md",
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"upstream/qwen3.6-27b/LICENSE",
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"scripts/make_hf_release_public.sh",
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"PUBLIC_TESTING_QUICKSTART.md",
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"FINAL_RELEASE_REPORT.md",
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"GOAL_COMPLETION_AUDIT.md",
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"HF_UPLOAD_EVIDENCE.md",
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"UPSTREAM_LICENSE_CHECK.md",
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"upstream/qwen3.6-27b/LICENSE",
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| 69 |
"scripts/make_hf_release_public.sh",
|