{"schemaVersion":"hugging-bay.artifact-download-plan.v1","obtainReady":true,"serveVerdict":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-04T16:13:39.737Z","serveEvaluationId":"serve-6d19baf037d6635b702da86f0fe2c0e45174724bae2b144c6d5ea53cdd72931f","serveExplanation":{"obtainReady":true,"serveVerdict":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-04T16:13:39.737Z","serveEvaluationId":"serve-6d19baf037d6635b702da86f0fe2c0e45174724bae2b144c6d5ea53cdd72931f"},"generatedAt":"2026-10-04T16:14:07.602Z","artifactId":"hf-model-mradermacher-arex-2-i1-gguf","artifact":{"id":"hf-model-mradermacher-arex-2-i1-gguf","repo":"mradermacher/AREX-2-i1-GGUF","type":"llm","license":"apache-2.0","visibility":"public","hostingStatus":"hosted","upstreamUrl":"https://huggingface.co/mradermacher/AREX-2-i1-GGUF"},"status":"complete-bytes","serve":{"schemaVersion":"hugging-bay.serve-contract.nv5","decisionVersion":"hugging-bay.serve-decision/v1","evaluatedAt":"2026-10-04T16:13:39.737Z","bytesStatus":"complete","downloadReady":true,"runReady":false,"byteVerificationStatus":"verified","commandsAvailable":false,"reasonCodes":["no-tested-run-plan"],"serveEvaluatedAt":"2026-10-04T16:13:39.737Z","serveEvaluationId":"serve-6d19baf037d6635b702da86f0fe2c0e45174724bae2b144c6d5ea53cdd72931f"},"canonicalState":{"found":true,"current":true,"state":"complete-bytes","completeBytes":true,"runReady":false,"commandsAvailable":false,"authority":"postgres-executable-state-snapshot","snapshotId":"hbes_06ef8c1e54c7ae3f76a1759063d51993e0c47bdd801859059f90cb74ee0e9211","artifactId":"hf-model-mradermacher-arex-2-i1-gguf","representationId":"rep-e21f69ad212178b799273ed8feba65c8789e056050b30db079d339d4edf78d28","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-e21f69ad212178b799273ed8feba65c8789e056050b30db079d339d4edf78d28","artifactId":"hf-model-mradermacher-arex-2-i1-gguf","format":"gguf","source":{"provider":"huggingface","identity":"mradermacher/AREX-2-i1-GGUF","revision":"99d3aaf5ebd646675460e3ca221308223a94f6bd","immutable":true},"files":[{"path":"AREX-2.i1-Q4_K_M.gguf","role":"weight","sizeBytes":16547401120,"sha256":"sha256:7f48ed12fd5af5cd0ca72b6d74db07a204acdba6f50ebdd35e1e5887a40a13c8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a56f3c331cfb28da8a12cb711e1a15f91ed63844bc6d57cf9eadda9e0bf8f127"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:3ed5cbb52df9104c5507e2a3b271aa12c1443920ee211e8273c8b9799871917e","representationDigest":"sha256:bb4883b573cf69911eb635862884445667190de0db8ed09b731906ac90c87886","evidenceSnapshotDigest":"sha256:675dc25880e1b320c5cabcfeb54868cfcdb91733bc79eaea510bde942a80c1f1","evaluatedAt":"2026-10-01T17:40:50.977Z","authorityVersion":"sha256:cb6641e52d007d23d74467d28bf9340ff4fcec0adae08b1ea7fc28835390ceca","invalidatedBy":null,"manifestFinal":true,"obtainReady":true,"hosted":true,"hostedFiles":1,"serveAuthority":"live-serve-decision","individuallyHashedFiles":1,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":1,"strictlyDownloadableFiles":1,"strictlyDownloadableHashedFiles":1,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":26,"scope":"canonical-postgres-snapshot"},"representation":{"id":"rep-e21f69ad212178b799273ed8feba65c8789e056050b30db079d339d4edf78d28","artifactId":"hf-model-mradermacher-arex-2-i1-gguf","representationDigest":"sha256:bb4883b573cf69911eb635862884445667190de0db8ed09b731906ac90c87886","selectedFilesDigest":"sha256:3ed5cbb52df9104c5507e2a3b271aa12c1443920ee211e8273c8b9799871917e","taskMode":{"mode":"unknown"},"format":"gguf","source":{"provider":"huggingface","identity":"mradermacher/AREX-2-i1-GGUF","revision":"99d3aaf5ebd646675460e3ca221308223a94f6bd","immutable":true}},"tool":"any","toolCompatibility":"unknown","manifest":{"url":"https://huggingbay.xyz/api/manifests/hf-model-mradermacher-arex-2-i1-gguf","keyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","digest":"sha256:b54d86099e32a68f590071186aa18826305f11a9ab6450975393f92a4476f0d1","signature":{"version":1,"algorithm":"Ed25519","key_id":"ed25519:718f9ccff1cef500235425ce","canonical_digest":"sha256:b54d86099e32a68f590071186aa18826305f11a9ab6450975393f92a4476f0d1","value":"w-e7OEn3FICyfmtrV7H1DjkNdRGuuIXNEyX7TfFTpO7NoFT9qgTvI2etLnjQGG8t5bP5Wb5mz94ftTznEoFnBQ","signed_at":"2026-10-04T16:14:07.601Z","public_key_url":"/api/keys/manifest-signing","payload":"canonical-json:manifest-excluding-signature-and-generated_at","canonical_encoding":"rfc8785","canonical_excludes":["signature","generated_at","manifest_digest","serveEvaluatedAt","serveEvaluationId","serveExplanation","obtainReady","serveVerdict","reason","reasonCodes"]}},"peerFallbackReadiness":{"status":"ready-for-reviewed-fallback","ready":true,"reviewRequired":true,"publishActualMagnetOnlyAfterReview":true,"protocol":"bittorrent-magnet-metadata","torrentName":"mradermacher-AREX-2-i1-GGUF","licenseAllowed":true,"sameAsUpstreamRequired":true,"sourceUrl":"https://huggingface.co/mradermacher/AREX-2-i1-GGUF","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-mradermacher-arex-2-i1-gguf","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-arex-2-i1-gguf/distribution","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-arex-2-i1-gguf","downloadPlanUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-arex-2-i1-gguf/download-plan","requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-arex-2-i1-gguf/decentralized-fallbacks","manifestDigest":"sha256:b54d86099e32a68f590071186aa18826305f11a9ab6450975393f92a4476f0d1","fileCount":1,"totalBytes":16547401120,"files":[{"path":"AREX-2.i1-Q4_K_M.gguf","sizeBytes":16547401120,"sha256":"7f48ed12fd5af5cd0ca72b6d74db07a204acdba6f50ebdd35e1e5887a40a13c8","downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-mradermacher-arex-2-i1-gguf/AREX-2.i1-Q4_K_M.gguf"}],"blockers":[],"requiredEvidence":["magnet URI with btih info hash","source URL proving the torrent maps to this public upstream release","SHA-256 or signed manifest evidence for each hosted file","reviewer note confirming license, provenance, scan, and same-as-upstream checks"],"guidance":"This hosted artifact has enough signed hash/provenance metadata for a reviewed torrent or magnet fallback request; submit the magnet for review before publication."},"fileIntegrity":{"manifestSignatureAvailable":true,"hashAlgorithm":"sha256","individuallyHashedFiles":1,"externalFilesExcluded":true,"noArchiveGenerated":true,"scope":"individual hosted files only; no bundle or runtime claim","completionAttestationAvailable":true,"bytesAreClientAttestedOnly":false,"redirectLaneIsClientAttested":true,"serverStreamVerifiedLaneAvailable":true,"serverStreamVerifiedNote":"GET a file's verifiedDownloadUrl to have Hugging Bay proxy the bytes and compute a streaming SHA-256 over them; the run steps unlock only when the streamed digest matches this plan's file.sha256. A range/partial read cannot be verified and is refused on that lane."},"receiptJoin":{"perFileField":null,"receiptSource":"X-Hugging-Bay-Receipt response header of a verifiedDownloadUrl transfer (fresh per attempt)","events":["plan_issued","bytes_verified","bytes_mismatch"],"store":"jev_wedge.outcomes","requiresMigration":"157_jev_wedge_outcomes (branch claude/jev-whichfile-wedge-20260920)","note":"plan_issued is emitted when a real verified transfer starts; bytes_verified/bytes_mismatch when it completes, keyed by the transfer's own receipt id (X-Hugging-Bay-Receipt) + file sha256. There is no public receipt lookup route; the plan carries no receipt id."},"completionAttestation":{"required":false,"purpose":"After a client downloads a hosted file in full and recomputes its SHA-256 locally, POST completion so the pull is counted honestly. Redirect issuance (this plan / the signed URL) is a download initiation, not a completed pull; self-reported receipts, probes, HEAD requests, and partial/range reads are never counted.","endpoint":"https://huggingbay.xyz/api/download-completions/{id}/{path}","method":"POST","perFileField":"completionAttestationUrl","when":"Only after the ENTIRE file is downloaded and its locally recomputed SHA-256 equals this plan's file.sha256.","requestFields":{"sha256":"The locally recomputed SHA-256 of the fully downloaded file; must equal this plan's file.sha256 (the exact catalog digest the completion is validated against).","sizeBytes":"The exact stored byte length of the file; must equal this plan's file.sizeBytes (the storage size the redirect capability is bound to).","completionToken":"Required single-use capability returned in the X-Hugging-Bay-Completion-Token response header of the GET /api/downloads/{id}/{path} redirect. Not derivable client-side; the redirect must be observed to obtain it."},"guarantees":["Bytes are client-attested, not app-metered: the platform never meters redirect egress, so a completion is credited only against a single-use redirect capability plus the exact catalog SHA-256 and stored size — never from a self-reported byte count.","Probes, HEAD requests, partial/range reads, and self-reported receipts never count as a completed pull.","The completion capability is single-use and cryptographically bound to the exact artifact, path, immutable object version, sha256, size, initiating client bucket, and issuance day; it cannot be forged or replayed to inflate counts."],"responses":{"200":"already recorded; single-use capability replayed, no duplicate count","202":"client-attested completion accepted (counted once)","403":"completion capability invalid, expired, or not matching its issuance binding","409":"sha256, size, hosted verification, or completion eligibility mismatch"}},"stats":{"files":1,"listedFiles":1,"withheldFiles":0,"bytes":16547401120,"reviewedPeerFallbackFiles":0,"reviewedPeerFallbackCount":0,"externalFiles":25,"allArtifactFiles":26},"files":[{"path":"AREX-2.i1-Q4_K_M.gguf","role":"weight","sizeBytes":16547401120,"declaredSizeBytes":16547401120,"storageSizeBytes":16547401120,"sha256":"7f48ed12fd5af5cd0ca72b6d74db07a204acdba6f50ebdd35e1e5887a40a13c8","format":"gguf","risk":"low","sourceKind":"mirrored-upstream","license":"apache-2.0","licenseState":"clear","individuallyHashed":true,"fileOnly":true,"bundleImplication":"none","peerFallbacks":[],"canonicalUrlField":"downloadUrl","downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-mradermacher-arex-2-i1-gguf/AREX-2.i1-Q4_K_M.gguf","verifiedDownloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-mradermacher-arex-2-i1-gguf/AREX-2.i1-Q4_K_M.gguf/verified?receipt=rcpt_9e0a79aaf7b897ba28272c30c670e799","verifyStatusUrl":"https://huggingbay.xyz/api/downloads/hf-model-mradermacher-arex-2-i1-gguf/AREX-2.i1-Q4_K_M.gguf/verify-status?receipt=rcpt_9e0a79aaf7b897ba28272c30c670e799","completionAttestationUrl":"https://huggingbay.xyz/api/download-completions/hf-model-mradermacher-arex-2-i1-gguf/AREX-2.i1-Q4_K_M.gguf","completionAttestationMethod":"POST","landingUrl":"https://huggingbay.xyz/downloads/hf-model-mradermacher-arex-2-i1-gguf/AREX-2.i1-Q4_K_M.gguf","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-mradermacher-arex-2-i1-gguf","run":{"commandsAvailable":false,"commands":[{"tool":"lm-studio","label":"LM Studio (no terminal)","kind":"gui-walkthrough","guiProven":false,"command":"Open LM Studio, then drag the downloaded 'AREX-2.i1-Q4_K_M.gguf' into My Models to load it.","note":"A walk-through for your machine, not a checked run path — these steps are guidance, never a promise it will run. LM Studio's own UI takes it from there.","prefilledFrom":{"file":"AREX-2.i1-Q4_K_M.gguf","templateSha256":"c3cf9e34abf4f9e36c2d72165aa9c132d3e2a725b6c2586aaa3a8af9d7a81041","sha256":"7f48ed12fd5af5cd0ca72b6d74db07a204acdba6f50ebdd35e1e5887a40a13c8"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5,"tested":false},{"tool":"ollama","label":"Ollama","note":"Builds a local Ollama model named \"arex-2.i1-q4_k_m\" from the file (Ollama imports the file's embedded chat template) and starts a chat.","prefilledFrom":{"file":"AREX-2.i1-Q4_K_M.gguf","templateSha256":"c3cf9e34abf4f9e36c2d72165aa9c132d3e2a725b6c2586aaa3a8af9d7a81041","sha256":"7f48ed12fd5af5cd0ca72b6d74db07a204acdba6f50ebdd35e1e5887a40a13c8"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5,"tested":false},{"tool":"llama.cpp","label":"llama.cpp (terminal)","kind":"terminal","proven":false,"note":"Not a tested run: Hugging Bay has no tested run plan for this model, so this command is guidance only.","runner":{"name":"llama.cpp","testedBuild":"b10964-b29c606e2","singleTurnFlag":"-st","fileRunTested":false},"prefilledFrom":{"file":"AREX-2.i1-Q4_K_M.gguf","templateSha256":"c3cf9e34abf4f9e36c2d72165aa9c132d3e2a725b6c2586aaa3a8af9d7a81041","sha256":"7f48ed12fd5af5cd0ca72b6d74db07a204acdba6f50ebdd35e1e5887a40a13c8"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5,"tested":false},{"tool":"python","label":"Python (llama-cpp-python)","command":"pip install llama-cpp-python && python -c 'from llama_cpp import Llama; llm = Llama(\"./AREX-2.i1-Q4_K_M.gguf\", n_ctx=8192); print(llm.create_chat_completion(messages=[{'\\''role'\\'': '\\''user'\\'', '\\''content'\\'': '\\''Hello!'\\''}])['\\''choices'\\''][0]['\\''message'\\'']['\\''content'\\''])'","note":"For scripting the model from Python; create_chat_completion applies the embedded chat template.","prefilledFrom":{"file":"AREX-2.i1-Q4_K_M.gguf","templateSha256":"c3cf9e34abf4f9e36c2d72165aa9c132d3e2a725b6c2586aaa3a8af9d7a81041","sha256":"7f48ed12fd5af5cd0ca72b6d74db07a204acdba6f50ebdd35e1e5887a40a13c8"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5,"tested":false}],"reason":"no-tested-run-plan","sharded":false,"runBlockKind":"hosted-file-recipe","guiProven":false,"certifiedRunKit":false,"chatContract":{"available":true,"source":"gguf-metadata:tokenizer.chat_template","sourceFileSha256":"7f48ed12fd5af5cd0ca72b6d74db07a204acdba6f50ebdd35e1e5887a40a13c8","templateSha256":"c3cf9e34abf4f9e36c2d72165aa9c132d3e2a725b6c2586aaa3a8af9d7a81041","templateText":"{%- set image_count = namespace(value=0) %}\n{%- set video_count = namespace(value=0) %}\n{%- macro render_content(content, do_vision_count, is_system_content=false) %}\n    {%- if content is string %}\n        {{- content }}\n    {%- elif content is iterable and content is not mapping %}\n        {%- for item in content %}\n            {%- if 'image' in item or 'image_url' in item or item.type == 'image' %}\n                {%- if is_system_content %}\n                    {{- raise_exception('System message cannot contain images.') }}\n                {%- endif %}\n                {%- if do_vision_count %}\n                    {%- set image_count.value = image_count.value + 1 %}\n                {%- endif %}\n                {%- if add_vision_id %}\n                    {{- 'Picture ' ~ image_count.value ~ ': ' }}\n                {%- endif %}\n                {{- '<|vision_start|><|image_pad|><|vision_end|>' }}\n            {%- elif 'video' in item or item.type == 'video' %}\n                {%- if is_system_content %}\n                    {{- raise_exception('System message cannot contain videos.') }}\n                {%- endif %}\n                {%- if do_vision_count %}\n                    {%- set video_count.value = video_count.value + 1 %}\n                {%- endif %}\n                {%- if add_vision_id %}\n                    {{- 'Video ' ~ video_count.value ~ ': ' }}\n                {%- endif %}\n                {{- '<|vision_start|><|video_pad|><|vision_end|>' }}\n            {%- elif 'text' in item %}\n                {{- item.text }}\n            {%- else %}\n                {{- raise_exception('Unexpected item type in content.') }}\n            {%- endif %}\n        {%- endfor %}\n    {%- elif content is none or content is undefined %}\n        {{- '' }}\n    {%- else %}\n        {{- raise_exception('Unexpected content type.') }}\n    {%- endif %}\n{%- endmacro %}\n{%- if not messages %}\n    {{- raise_exception('No messages provided.') }}\n{%- endif %}\n{%- set reasoning_instructions = '' %}\n{%- if enable_thinking is undefined or enable_thinking is true %}\n    {%- set resolved_reasoning_effort = reasoning_effort|default('xhigh') %}\n    {%- if resolved_reasoning_effort not in ('xhigh', 'medium', 'low') %}\n        {{- raise_exception('Unexpected reasoning effort ' ~ reasoning_effort ~ '. Supported types are xhigh (default), medium, and low.') }}\n    {%- endif %}\n    {%- if resolved_reasoning_effort == 'xhigh' %}\n        {%- set reasoning_instructions = 'Reasoning effort is set to xhigh. Please think carefully through the task, validate key assumptions, consider plausible alternatives, and prioritize correctness, consistency, and clarity in the final answer.' %}\n    {%- elif resolved_reasoning_effort == 'low' %}\n        {%- set reasoning_instructions = 'Reasoning effort is set to low. Keep your thinking brief and focused, moving directly to the conclusion without unnecessary elaboration.' %}\n    {%- endif %}\n{%- endif %}\n{%- if tools and tools is iterable and tools is not mapping %}\n    {{- '<|im_start|>system\\n' }}\n    {%- if reasoning_instructions %}\n        {{- reasoning_instructions + '\\n\\n' }}\n    {%- endif %}\n    {{- \"# Tools\\n\\nYou have access to the following functions:\\n\\n<tools>\" }}\n    {%- for tool in tools %}\n        {{- \"\\n\" }}\n        {{- tool | tojson }}\n    {%- endfor %}\n    {{- \"\\n</tools>\" }}\n    {{- '\\n\\nIf you choose to call a function ONLY reply in the following format with NO suffix:\\n\\n<tool_call>\\n<function=example_function_name>\\n<parameter=example_parameter_1>\\nvalue_1\\n</parameter>\\n<parameter=example_parameter_2>\\nThis is the value for the second parameter\\nthat can span\\nmultiple lines\\n</parameter>\\n</function>\\n</tool_call>\\n\\n<IMPORTANT>\\nReminder:\\n- Function calls MUST follow the specified format: an inner <function=...></function> block must be nested within <tool_call></tool_call> XML tags\\n- Required parameters MUST be specified\\n- You may provide optional reasoning for your function call in natural language BEFORE the function call, but NOT after\\n- If there is no function call available, answer the question like normal with your current knowledge and do not tell the user about function calls\\n</IMPORTANT>' }}\n    {%- if messages[0].role == 'system' %}\n        {%- set content = render_content(messages[0].content, false, true)|trim %}\n        {%- if content %}\n            {{- '\\n\\n' + content }}\n        {%- endif %}\n    {%- endif %}\n    {{- '<|im_end|>\\n' }}\n{%- else %}\n    {%- if messages[0].role == 'system' %}\n        {%- set content = render_content(messages[0].content, false, true)|trim %}\n        {%- if content %}\n            {{- '<|im_start|>system\\n' + (reasoning_instructions + '\\n\\n' if reasoning_instructions else '')  + content + '<|im_end|>\\n' }}\n        {%- elif reasoning_instructions %}\n            {{- '<|im_start|>system\\n' + reasoning_instructions + '<|im_end|>\\n' }}\n        {%- endif %}\n    {%- elif reasoning_instructions %}\n        {{- '<|im_start|>system\\n' + reasoning_instructions + '<|im_end|>\\n' }}\n    {%- endif %}\n{%- endif %}\n{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}\n{%- for message in messages[::-1] %}\n    {%- set index = (messages|length - 1) - loop.index0 %}\n    {%- if ns.multi_step_tool and message.role == \"user\" %}\n        {%- set content = render_content(message.content, false)|trim %}\n        {%- if not(content.startswith('<tool_response>') and content.endswith('</tool_response>')) %}\n            {%- set ns.multi_step_tool = false %}\n            {%- set ns.last_query_index = index %}\n        {%- endif %}\n    {%- endif %}\n{%- endfor %}\n{%- if ns.multi_step_tool %}\n    {{- raise_exception('No user query found in messages.') }}\n{%- endif %}\n{%- for message in messages %}\n    {%- set content = render_content(message.content, true)|trim %}\n    {%- if message.role == \"system\" %}\n        {%- if not loop.first %}\n            {{- raise_exception('System message must be at the beginning.') }}\n        {%- endif %}\n    {%- elif message.role == \"user\" %}\n        {{- '<|im_start|>' + message.role + '\\n' + content + '<|im_end|>' + '\\n' }}\n    {%- elif message.role == \"assistant\" %}\n        {%- set reasoning_content = '' %}\n        {%- if message.reasoning_content is string %}\n            {%- set reasoning_content = message.reasoning_content %}\n        {%- endif %}\n        {%- set reasoning_content = reasoning_content|trim %}\n        {%- if preserve_thinking is undefined or preserve_thinking is true or loop.index0 > ns.last_query_index %}\n            {{- '<|im_start|>' + message.role + '\\n<think>\\n' + reasoning_content + '\\n</think>\\n\\n' + content }}\n        {%- else %}\n            {{- '<|im_start|>' + message.role + '\\n' + content }}\n        {%- endif %}\n        {%- if message.tool_calls and message.tool_calls is iterable and message.tool_calls is not mapping %}\n            {%- for tool_call in message.tool_calls %}\n                {%- if tool_call.function is defined %}\n                    {%- set tool_call = tool_call.function %}\n                {%- endif %}\n                {%- if loop.first %}\n                    {%- if content|trim %}\n                        {{- '\\n\\n<tool_call>\\n<function=' + tool_call.name + '>\\n' }}\n                    {%- else %}\n                        {{- '<tool_call>\\n<function=' + tool_call.name + '>\\n' }}\n                    {%- endif %}\n                {%- else %}\n                    {{- '\\n<tool_call>\\n<function=' + tool_call.name + '>\\n' }}\n                {%- endif %}\n                {%- if tool_call.arguments is defined and tool_call.arguments != '' %}\n                    {%- for args_name, args_value in tool_call.arguments|items %}\n                        {{- '<parameter=' + args_name + '>\\n' }}\n                        {%- set args_value = args_value | string if args_value is string else args_value | tojson | safe %}\n                        {{- args_value }}\n                        {{- '\\n</parameter>\\n' }}\n                    {%- endfor %}\n                {%- endif %}\n                {{- '</function>\\n</tool_call>' }}\n            {%- endfor %}\n        {%- endif %}\n        {{- '<|im_end|>\\n' }}\n    {%- elif message.role == \"tool\" %}\n        {%- if loop.previtem and loop.previtem.role != \"tool\" %}\n            {{- '<|im_start|>user' }}\n        {%- endif %}\n        {{- '\\n<tool_response>\\n' }}\n        {{- content }}\n        {{- '\\n</tool_response>' }}\n        {%- if not loop.last and loop.nextitem.role != \"tool\" %}\n            {{- '<|im_end|>\\n' }}\n        {%- elif loop.last %}\n            {{- '<|im_end|>\\n' }}\n        {%- endif %}\n    {%- else %}\n        {{- raise_exception('Unexpected message role.') }}\n    {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n    {{- '<|im_start|>assistant\\n' }}\n    {%- if enable_thinking is defined and enable_thinking is false %}\n        {{- '<think>\\n\\n</think>\\n\\n' }}\n    {%- else %}\n        {{- '<think>\\n' }}\n    {%- endif %}\n{%- endif %}","extractedAt":"2026-10-01","extractionStage":"ingest.template-extract/v1","architecture":"qwen35","contextLength":262144,"stop":["<|im_end|>"],"thinking":{"mode":"delimited","open":"<think>","close":"</think>"}},"caveat":"Compatibility with your machine is not checked — this is guidance, not a promise. These steps are for after the byte-check passes.","disclosure":"This is not a certified run kit — Hugging Bay has not verified a run path for these exact bytes. These are hosted-file guidance recipes; recompute each file's SHA-256 and check it before running.","fileRecipeAvailable":true,"authority":"hugging-bay.run-authority/v1"}}],"actions":{"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-mradermacher-arex-2-i1-gguf","canonicalBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-arex-2-i1-gguf/bundle","hostedFilesUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mradermacher-arex-2-i1-gguf&limit=100","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-arex-2-i1-gguf","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-arex-2-i1-gguf/distribution"},"warnings":["External upstream files are intentionally excluded."],"containment":{"state":"unavailable","canonicalState":"unknown","verificationState":"unknown","executable":false,"executionReadiness":"unknown","obtainAvailabilityAuthority":"This containment block does not report obtain (download) availability. See obtainReady / serveVerdict for whether the exact bytes can be obtained now.","summary":"Canonical artifact completeness, verification, and execution readiness are unavailable during containment. Download availability is reported separately by serveVerdict / obtainReady; READY does not establish run readiness."}}