{"serveDecision":{"state":"READY","authority":"live-serve-decision"},"downloadable":true,"downloadReady":true,"degraded":false,"stale":false,"readinessCheckedAt":"2026-11-06T20:27:11.989Z","readinessSource":"file-check","schemaVersion":"hugging-bay.local-kit.v2","displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-06T20:25:49.619Z","generatedAt":"2026-11-06T20:27:11.989Z","status":"runnable-bundle-recipe","commandsAvailable":true,"commands":[{"tool":"lm-studio","label":"LM Studio (no terminal)","kind":"gui-walkthrough","guiProven":false,"command":"Open LM Studio, then drag the downloaded 'Fireball-Alpaca-Llama3.1.08-8B-C-R1-KTO-Relection.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":"Fireball-Alpaca-Llama3.1.08-8B-C-R1-KTO-Relection.Q4_K_M.gguf","templateSha256":"e10ca381b1ccc5cf9db52e371f3b6651576caee0a630b452e2816b2d404d4b65","sha256":"0422bc77f3ad8c64afb83866a3c5d65cbffc1887aa5d472e12040d63b3540e49"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5},{"tool":"ollama","label":"Ollama","note":"Builds a local Ollama model named \"fireball-alpaca-llama3.1.08-8b-c-r1-kto-relection.q4_k_m\" from the file (Ollama imports the file's embedded chat template) and starts a chat.","prefilledFrom":{"file":"Fireball-Alpaca-Llama3.1.08-8B-C-R1-KTO-Relection.Q4_K_M.gguf","templateSha256":"e10ca381b1ccc5cf9db52e371f3b6651576caee0a630b452e2816b2d404d4b65","sha256":"0422bc77f3ad8c64afb83866a3c5d65cbffc1887aa5d472e12040d63b3540e49"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5},{"tool":"llama.cpp","label":"llama.cpp (terminal)","kind":"terminal","proven":true,"note":"Runs the file directly with llama.cpp's command-line tool. -st (--single-turn) runs one turn with the model's embedded chat template and exits — tested on llama.cpp b10964-b29c606e2. The old -no-cnv flag was removed and is rejected by current builds.","runner":{"name":"llama.cpp","testedBuild":"b10964-b29c606e2","singleTurnFlag":"-st"},"prefilledFrom":{"file":"Fireball-Alpaca-Llama3.1.08-8B-C-R1-KTO-Relection.Q4_K_M.gguf","templateSha256":"e10ca381b1ccc5cf9db52e371f3b6651576caee0a630b452e2816b2d404d4b65","sha256":"0422bc77f3ad8c64afb83866a3c5d65cbffc1887aa5d472e12040d63b3540e49"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5},{"tool":"python","label":"Python (llama-cpp-python)","command":"pip install llama-cpp-python && python -c 'from llama_cpp import Llama; llm = Llama(\"./Fireball-Alpaca-Llama3.1.08-8B-C-R1-KTO-Relection.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":"Fireball-Alpaca-Llama3.1.08-8B-C-R1-KTO-Relection.Q4_K_M.gguf","templateSha256":"e10ca381b1ccc5cf9db52e371f3b6651576caee0a630b452e2816b2d404d4b65","sha256":"0422bc77f3ad8c64afb83866a3c5d65cbffc1887aa5d472e12040d63b3540e49"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5}],"runTested":false,"runBlockKind":"hosted-file-recipe","chatContract":{"available":true,"source":"gguf-metadata:tokenizer.chat_template","sourceFileSha256":"0422bc77f3ad8c64afb83866a3c5d65cbffc1887aa5d472e12040d63b3540e49","templateSha256":"e10ca381b1ccc5cf9db52e371f3b6651576caee0a630b452e2816b2d404d4b65","templateText":"{{- bos_token }}\n{%- if custom_tools is defined %}\n    {%- set tools = custom_tools %}\n{%- endif %}\n{%- if not tools_in_user_message is defined %}\n    {%- set tools_in_user_message = true %}\n{%- endif %}\n{%- if not date_string is defined %}\n    {%- set date_string = \"26 Jul 2024\" %}\n{%- endif %}\n{%- if not tools is defined %}\n    {%- set tools = none %}\n{%- endif %}\n\n{#- This block extracts the system message, so we can slot it into the right place. #}\n{%- if messages[0]['role'] == 'system' %}\n    {%- set system_message = messages[0]['content']|trim %}\n    {%- set messages = messages[1:] %}\n{%- else %}\n    {%- set system_message = \"\" %}\n{%- endif %}\n\n{#- System message + builtin tools #}\n{{- \"<|start_header_id|>system<|end_header_id|>\\n\\n\" }}\n{%- if builtin_tools is defined or tools is not none %}\n    {{- \"Environment: ipython\\n\" }}\n{%- endif %}\n{%- if builtin_tools is defined %}\n    {{- \"Tools: \" + builtin_tools | reject('equalto', 'code_interpreter') | join(\", \") + \"\\n\\n\"}}\n{%- endif %}\n{{- \"Cutting Knowledge Date: December 2023\\n\" }}\n{{- \"Today Date: \" + date_string + \"\\n\\n\" }}\n{%- if tools is not none and not tools_in_user_message %}\n    {{- \"You have access to the following functions. To call a function, please respond with JSON for a function call.\" }}\n    {{- 'Respond in the format {\"name\": function name, \"parameters\": dictionary of argument name and its value}.' }}\n    {{- \"Do not use variables.\\n\\n\" }}\n    {%- for t in tools %}\n        {{- t | tojson(indent=4) }}\n        {{- \"\\n\\n\" }}\n    {%- endfor %}\n{%- endif %}\n{{- system_message }}\n{{- \"<|eot_id|>\" }}\n\n{#- Custom tools are passed in a user message with some extra guidance #}\n{%- if tools_in_user_message and not tools is none %}\n    {#- Extract the first user message so we can plug it in here #}\n    {%- if messages | length != 0 %}\n        {%- set first_user_message = messages[0]['content']|trim %}\n        {%- set messages = messages[1:] %}\n    {%- else %}\n        {{- raise_exception(\"Cannot put tools in the first user message when there's no first user message!\") }}\n{%- endif %}\n    {{- '<|start_header_id|>user<|end_header_id|>\\n\\n' -}}\n    {{- \"Given the following functions, please respond with a JSON for a function call \" }}\n    {{- \"with its proper arguments that best answers the given prompt.\\n\\n\" }}\n    {{- 'Respond in the format {\"name\": function name, \"parameters\": dictionary of argument name and its value}.' }}\n    {{- \"Do not use variables.\\n\\n\" }}\n    {%- for t in tools %}\n        {{- t | tojson(indent=4) }}\n        {{- \"\\n\\n\" }}\n    {%- endfor %}\n    {{- first_user_message + \"<|eot_id|>\"}}\n{%- endif %}\n\n{%- for message in messages %}\n    {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %}\n        {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\\n\\n'+ message['content'] | trim + '<|eot_id|>' }}\n    {%- elif 'tool_calls' in message %}\n        {%- if not message.tool_calls|length == 1 %}\n            {{- raise_exception(\"This model only supports single tool-calls at once!\") }}\n        {%- endif %}\n        {%- set tool_call = message.tool_calls[0].function %}\n        {%- if builtin_tools is defined and tool_call.name in builtin_tools %}\n            {{- '<|start_header_id|>assistant<|end_header_id|>\\n\\n' -}}\n            {{- \"<|python_tag|>\" + tool_call.name + \".call(\" }}\n            {%- for arg_name, arg_val in tool_call.arguments | items %}\n                {{- arg_name + '=\"' + arg_val + '\"' }}\n                {%- if not loop.last %}\n                    {{- \", \" }}\n                {%- endif %}\n                {%- endfor %}\n            {{- \")\" }}\n        {%- else  %}\n            {{- '<|start_header_id|>assistant<|end_header_id|>\\n\\n' -}}\n            {{- '{\"name\": \"' + tool_call.name + '\", ' }}\n            {{- '\"parameters\": ' }}\n            {{- tool_call.arguments | tojson }}\n            {{- \"}\" }}\n        {%- endif %}\n        {%- if builtin_tools is defined %}\n            {#- This means we're in ipython mode #}\n            {{- \"<|eom_id|>\" }}\n        {%- else %}\n            {{- \"<|eot_id|>\" }}\n        {%- endif %}\n    {%- elif message.role == \"tool\" or message.role == \"ipython\" %}\n        {{- \"<|start_header_id|>ipython<|end_header_id|>\\n\\n\" }}\n        {%- if message.content is mapping or message.content is iterable %}\n            {{- message.content | tojson }}\n        {%- else %}\n            {{- message.content }}\n        {%- endif %}\n        {{- \"<|eot_id|>\" }}\n    {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n    {{- '<|start_header_id|>assistant<|end_header_id|>\\n\\n' }}\n{%- endif %}","extractedAt":"2026-09-24","extractionStage":"ingest.template-extract/v1","architecture":"llama","contextLength":131072,"stop":["<|eot_id|>"],"thinking":{"mode":"none"}},"artifact":{"id":"hf-model-quantfactory-fireball-alpaca-llama3-1-08-8b-c-r1-kto-relection-gguf","repo":"QuantFactory/Fireball-Alpaca-Llama3.1.08-8B-C-R1-KTO-Relection-GGUF","type":"llm","summary":"Model from Hugging Face for llm: QuantFactory/Fireball-Alpaca-Llama3.1.08-8B-C-R1-KTO-Relection-GGUF · transformers","license":"apache-2.0","hostingStatus":"hosted","hostedFileCount":1,"hostedFileCountAuthority":"live-serve-decision","displayFileCount":1,"fileCount":16,"upstreamUrl":"https://huggingface.co/QuantFactory/Fireball-Alpaca-Llama3.1.08-8B-C-R1-KTO-Relection-GGUF"},"tool":"any","toolCompatibility":{"status":"unknown","reason":"recorded-evaluator-not-integrated"},"readiness":{"state":"ready","asOf":"2026-11-06T20:27:11.989Z","reason":"Hosted by Hugging Bay — byte-verified 2026-08-28T10:05:26.073Z, license clear (apache-2.0).","downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-quantfactory-fireball-alpaca-llama3-1-08-8b-c-r1-kto-relection-gguf/Fireball-Alpaca-Llama3.1.08-8B-C-R1-KTO-Relection.Q4_K_M.gguf"},"requiredFiles":[{"path":".gitattributes","sizeBytes":2877,"sha256":"","format":"gitattributes","risk":"low","sourceKind":"external-hf","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","individuallyHashed":false,"fileOnly":true,"directDownloadAuthorized":false,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"]},"downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":null,"chatTemplate":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-06T20:27:11.989Z","evidence_url":"/api/manifests/hf-model-quantfactory-fireball-alpaca-llama3-1-08-8b-c-r1-kto-relection-gguf"},"signature_state":"unsigned"},{"path":"Fireball-Alpaca-Llama3.1.08-8B-C-R1-KTO-Relection.Q2_K.gguf","sizeBytes":3179136608,"sha256":"8c43fa7f23c04ffed0d304a1a318697d78df5518a2b42b35ed5ae864937ab9e3","format":"gguf","risk":"low","sourceKind":"external-hf","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","individuallyHashed":true,"fileOnly":true,"directDownloadAuthorized":false,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"]},"downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":null,"chatTemplate":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-06T20:27:11.989Z","evidence_url":"/api/manifests/hf-model-quantfactory-fireball-alpaca-llama3-1-08-8b-c-r1-kto-relection-gguf"},"signature_state":"unsigned"},{"path":"Fireball-Alpaca-Llama3.1.08-8B-C-R1-KTO-Relection.Q3_K_L.gguf","sizeBytes":4321961568,"sha256":"1cd9b05b98bec91b2ab7a125f25b47b4b9783211d19446712cd4ad623c38daf2","format":"gguf","risk":"low","sourceKind":"external-hf","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","individuallyHashed":true,"fileOnly":true,"directDownloadAuthorized":false,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"]},"downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":null,"chatTemplate":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-06T20:27:11.989Z","evidence_url":"/api/manifests/hf-model-quantfactory-fireball-alpaca-llama3-1-08-8b-c-r1-kto-relection-gguf"},"signature_state":"unsigned"},{"path":"Fireball-Alpaca-Llama3.1.08-8B-C-R1-KTO-Relection.Q3_K_M.gguf","sizeBytes":4018923104,"sha256":"1751a09d262cd6434c9f76ce9e24b42d0463d406d50eaaa0ed2a082112169c02","format":"gguf","risk":"low","sourceKind":"external-hf","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","individuallyHashed":true,"fileOnly":true,"directDownloadAuthorized":false,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"]},"downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":null,"chatTemplate":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-06T20:27:11.989Z","evidence_url":"/api/manifests/hf-model-quantfactory-fireball-alpaca-llama3-1-08-8b-c-r1-kto-relection-gguf"},"signature_state":"unsigned"},{"path":"Fireball-Alpaca-Llama3.1.08-8B-C-R1-KTO-Relection.Q3_K_S.gguf","sizeBytes":3664504416,"sha256":"50eb03be8c7b0c783ac0d514822ec6a08430bf99b8f2ec2e4833569224a2484d","format":"gguf","risk":"low","sourceKind":"external-hf","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","individuallyHashed":true,"fileOnly":true,"directDownloadAuthorized":false,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"]},"downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":null,"chatTemplate":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-06T20:27:11.989Z","evidence_url":"/api/manifests/hf-model-quantfactory-fireball-alpaca-llama3-1-08-8b-c-r1-kto-relection-gguf"},"signature_state":"unsigned"},{"path":"Fireball-Alpaca-Llama3.1.08-8B-C-R1-KTO-Relection.Q4_0.gguf","sizeBytes":4661216864,"sha256":"478ad9f7a7ae7fdde255a390327344c8b1af9391d179089f564afbf9e72a13ff","format":"gguf","risk":"low","sourceKind":"external-hf","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","individuallyHashed":true,"fileOnly":true,"directDownloadAuthorized":false,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"]},"downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":null,"chatTemplate":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-06T20:27:11.989Z","evidence_url":"/api/manifests/hf-model-quantfactory-fireball-alpaca-llama3-1-08-8b-c-r1-kto-relection-gguf"},"signature_state":"unsigned"},{"path":"Fireball-Alpaca-Llama3.1.08-8B-C-R1-KTO-Relection.Q4_1.gguf","sizeBytes":5130258016,"sha256":"74050a399a78de81b91d3e3f39455dce033a9665d96437602fa15b4cb045e924","format":"gguf","risk":"low","sourceKind":"external-hf","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","individuallyHashed":true,"fileOnly":true,"directDownloadAuthorized":false,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"]},"downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":null,"chatTemplate":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-06T20:27:11.989Z","evidence_url":"/api/manifests/hf-model-quantfactory-fireball-alpaca-llama3-1-08-8b-c-r1-kto-relection-gguf"},"signature_state":"unsigned"},{"path":"Fireball-Alpaca-Llama3.1.08-8B-C-R1-KTO-Relection.Q4_K_M.gguf","sizeBytes":4920739424,"sha256":"0422bc77f3ad8c64afb83866a3c5d65cbffc1887aa5d472e12040d63b3540e49","format":"gguf","risk":"low","sourceKind":"mirrored-upstream","hosted":true,"readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","individuallyHashed":true,"fileOnly":true,"directDownloadAuthorized":true,"serveDecision":{"state":"READY","reasonCodes":[]},"downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-quantfactory-fireball-alpaca-llama3-1-08-8b-c-r1-kto-relection-gguf/Fireball-Alpaca-Llama3.1.08-8B-C-R1-KTO-Relection.Q4_K_M.gguf","chatTemplate":{"artifactId":"hf-model-quantfactory-fireball-alpaca-llama3-1-08-8b-c-r1-kto-relection-gguf","filePath":"Fireball-Alpaca-Llama3.1.08-8B-C-R1-KTO-Relection.Q4_K_M.gguf","sha256":"0422bc77f3ad8c64afb83866a3c5d65cbffc1887aa5d472e12040d63b3540e49","architecture":"llama","generalName":"Fireball Alpaca Llama3.1.08 8B Philos C R1 KTO Beta","tokenizerModel":"gpt2","contextLength":131072,"bos":"<|begin_of_text|>","eos":"<|eot_id|>","stop":["<|eot_id|>"],"thinking":{"mode":"none"},"chatTemplate":"{{- bos_token }}\n{%- if custom_tools is defined %}\n    {%- set tools = custom_tools %}\n{%- endif %}\n{%- if not tools_in_user_message is defined %}\n    {%- set tools_in_user_message = true %}\n{%- endif %}\n{%- if not date_string is defined %}\n    {%- set date_string = \"26 Jul 2024\" %}\n{%- endif %}\n{%- if not tools is defined %}\n    {%- set tools = none %}\n{%- endif %}\n\n{#- This block extracts the system message, so we can slot it into the right place. #}\n{%- if messages[0]['role'] == 'system' %}\n    {%- set system_message = messages[0]['content']|trim %}\n    {%- set messages = messages[1:] %}\n{%- else %}\n    {%- set system_message = \"\" %}\n{%- endif %}\n\n{#- System message + builtin tools #}\n{{- \"<|start_header_id|>system<|end_header_id|>\\n\\n\" }}\n{%- if builtin_tools is defined or tools is not none %}\n    {{- \"Environment: ipython\\n\" }}\n{%- endif %}\n{%- if builtin_tools is defined %}\n    {{- \"Tools: \" + builtin_tools | reject('equalto', 'code_interpreter') | join(\", \") + \"\\n\\n\"}}\n{%- endif %}\n{{- \"Cutting Knowledge Date: December 2023\\n\" }}\n{{- \"Today Date: \" + date_string + \"\\n\\n\" }}\n{%- if tools is not none and not tools_in_user_message %}\n    {{- \"You have access to the following functions. To call a function, please respond with JSON for a function call.\" }}\n    {{- 'Respond in the format {\"name\": function name, \"parameters\": dictionary of argument name and its value}.' }}\n    {{- \"Do not use variables.\\n\\n\" }}\n    {%- for t in tools %}\n        {{- t | tojson(indent=4) }}\n        {{- \"\\n\\n\" }}\n    {%- endfor %}\n{%- endif %}\n{{- system_message }}\n{{- \"<|eot_id|>\" }}\n\n{#- Custom tools are passed in a user message with some extra guidance #}\n{%- if tools_in_user_message and not tools is none %}\n    {#- Extract the first user message so we can plug it in here #}\n    {%- if messages | length != 0 %}\n        {%- set first_user_message = messages[0]['content']|trim %}\n        {%- set messages = messages[1:] %}\n    {%- else %}\n        {{- raise_exception(\"Cannot put tools in the first user message when there's no first user message!\") }}\n{%- endif %}\n    {{- '<|start_header_id|>user<|end_header_id|>\\n\\n' -}}\n    {{- \"Given the following functions, please respond with a JSON for a function call \" }}\n    {{- \"with its proper arguments that best answers the given prompt.\\n\\n\" }}\n    {{- 'Respond in the format {\"name\": function name, \"parameters\": dictionary of argument name and its value}.' }}\n    {{- \"Do not use variables.\\n\\n\" }}\n    {%- for t in tools %}\n        {{- t | tojson(indent=4) }}\n        {{- \"\\n\\n\" }}\n    {%- endfor %}\n    {{- first_user_message + \"<|eot_id|>\"}}\n{%- endif %}\n\n{%- for message in messages %}\n    {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %}\n        {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\\n\\n'+ message['content'] | trim + '<|eot_id|>' }}\n    {%- elif 'tool_calls' in message %}\n        {%- if not message.tool_calls|length == 1 %}\n            {{- raise_exception(\"This model only supports single tool-calls at once!\") }}\n        {%- endif %}\n        {%- set tool_call = message.tool_calls[0].function %}\n        {%- if builtin_tools is defined and tool_call.name in builtin_tools %}\n            {{- '<|start_header_id|>assistant<|end_header_id|>\\n\\n' -}}\n            {{- \"<|python_tag|>\" + tool_call.name + \".call(\" }}\n            {%- for arg_name, arg_val in tool_call.arguments | items %}\n                {{- arg_name + '=\"' + arg_val + '\"' }}\n                {%- if not loop.last %}\n                    {{- \", \" }}\n                {%- endif %}\n                {%- endfor %}\n            {{- \")\" }}\n        {%- else  %}\n            {{- '<|start_header_id|>assistant<|end_header_id|>\\n\\n' -}}\n            {{- '{\"name\": \"' + tool_call.name + '\", ' }}\n            {{- '\"parameters\": ' }}\n            {{- tool_call.arguments | tojson }}\n            {{- \"}\" }}\n        {%- endif %}\n        {%- if builtin_tools is defined %}\n            {#- This means we're in ipython mode #}\n            {{- \"<|eom_id|>\" }}\n        {%- else %}\n            {{- \"<|eot_id|>\" }}\n        {%- endif %}\n    {%- elif message.role == \"tool\" or message.role == \"ipython\" %}\n        {{- \"<|start_header_id|>ipython<|end_header_id|>\\n\\n\" }}\n        {%- if message.content is mapping or message.content is iterable %}\n            {{- message.content | tojson }}\n        {%- else %}\n            {{- message.content }}\n        {%- endif %}\n        {{- \"<|eot_id|>\" }}\n    {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n    {{- '<|start_header_id|>assistant<|end_header_id|>\\n\\n' }}\n{%- endif %}","templateDigest":"sha256:e10ca381b1ccc5cf9db52e371f3b6651576caee0a630b452e2816b2d404d4b65","extractionReason":"embedded-template","extractorVersion":"hugging-bay.gguf-embedded-chat-contract.v1","extractedAt":"2026-09-24T04:36:13.344Z","hasEmbeddedTemplate":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-11-06T20:27:11.989Z","evidence_url":"/api/manifests/hf-model-quantfactory-fireball-alpaca-llama3-1-08-8b-c-r1-kto-relection-gguf"},"signature_state":"unsigned"},{"path":"Fireball-Alpaca-Llama3.1.08-8B-C-R1-KTO-Relection.Q4_K_S.gguf","sizeBytes":4692674144,"sha256":"067877ec6065c9286f985ba0018ca28ae412cf853b6f8136bcbf9df2b494a7f1","format":"gguf","risk":"low","sourceKind":"external-hf","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","individuallyHashed":true,"fileOnly":true,"directDownloadAuthorized":false,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"]},"downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":null,"chatTemplate":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-06T20:27:11.989Z","evidence_url":"/api/manifests/hf-model-quantfactory-fireball-alpaca-llama3-1-08-8b-c-r1-kto-relection-gguf"},"signature_state":"unsigned"},{"path":"Fireball-Alpaca-Llama3.1.08-8B-C-R1-KTO-Relection.Q5_0.gguf","sizeBytes":5599299168,"sha256":"857f906cb177ddeeaa27a1bccb5856dc812837028dfa829450d940f56e79bf95","format":"gguf","risk":"low","sourceKind":"external-hf","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","individuallyHashed":true,"fileOnly":true,"directDownloadAuthorized":false,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"]},"downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":null,"chatTemplate":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-06T20:27:11.989Z","evidence_url":"/api/manifests/hf-model-quantfactory-fireball-alpaca-llama3-1-08-8b-c-r1-kto-relection-gguf"},"signature_state":"unsigned"},{"path":"Fireball-Alpaca-Llama3.1.08-8B-C-R1-KTO-Relection.Q5_1.gguf","sizeBytes":6068340320,"sha256":"8b37d7cf526564e301e31975759cd8ad95c480619d95a553af57bb5d54536959","format":"gguf","risk":"low","sourceKind":"external-hf","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","individuallyHashed":true,"fileOnly":true,"directDownloadAuthorized":false,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"]},"downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":null,"chatTemplate":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-06T20:27:11.989Z","evidence_url":"/api/manifests/hf-model-quantfactory-fireball-alpaca-llama3-1-08-8b-c-r1-kto-relection-gguf"},"signature_state":"unsigned"},{"path":"Fireball-Alpaca-Llama3.1.08-8B-C-R1-KTO-Relection.Q5_K_M.gguf","sizeBytes":5732992608,"sha256":"e1c85d5d98c9c96c73360cd943bee3f978f47fde7e5c2344af81759c07c75889","format":"gguf","risk":"low","sourceKind":"external-hf","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","individuallyHashed":true,"fileOnly":true,"directDownloadAuthorized":false,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"]},"downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":null,"chatTemplate":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-06T20:27:11.989Z","evidence_url":"/api/manifests/hf-model-quantfactory-fireball-alpaca-llama3-1-08-8b-c-r1-kto-relection-gguf"},"signature_state":"unsigned"},{"path":"Fireball-Alpaca-Llama3.1.08-8B-C-R1-KTO-Relection.Q5_K_S.gguf","sizeBytes":5599299168,"sha256":"6a25e4381a92248249c92300fce62486e0fc02b2cef4d030ad584f8794b7f3a9","format":"gguf","risk":"low","sourceKind":"external-hf","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","individuallyHashed":true,"fileOnly":true,"directDownloadAuthorized":false,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"]},"downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":null,"chatTemplate":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-06T20:27:11.989Z","evidence_url":"/api/manifests/hf-model-quantfactory-fireball-alpaca-llama3-1-08-8b-c-r1-kto-relection-gguf"},"signature_state":"unsigned"},{"path":"Fireball-Alpaca-Llama3.1.08-8B-C-R1-KTO-Relection.Q6_K.gguf","sizeBytes":6596011616,"sha256":"851e00224abfdcc1405cc70c69a9e7ac0e3d06050c05c176dfbfb4a688b9f5f3","format":"gguf","risk":"low","sourceKind":"external-hf","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","individuallyHashed":true,"fileOnly":true,"directDownloadAuthorized":false,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"]},"downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":null,"chatTemplate":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-06T20:27:11.989Z","evidence_url":"/api/manifests/hf-model-quantfactory-fireball-alpaca-llama3-1-08-8b-c-r1-kto-relection-gguf"},"signature_state":"unsigned"},{"path":"Fireball-Alpaca-Llama3.1.08-8B-C-R1-KTO-Relection.Q8_0.gguf","sizeBytes":8540776032,"sha256":"81b7720fb510f34e7c381b6476e2f070dc299a320dfa312255daca29db605102","format":"gguf","risk":"low","sourceKind":"external-hf","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","individuallyHashed":true,"fileOnly":true,"directDownloadAuthorized":false,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"]},"downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":null,"chatTemplate":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-06T20:27:11.989Z","evidence_url":"/api/manifests/hf-model-quantfactory-fireball-alpaca-llama3-1-08-8b-c-r1-kto-relection-gguf"},"signature_state":"unsigned"},{"path":"README.md","sizeBytes":20214,"sha256":"","format":"md","risk":"low","sourceKind":"external-hf","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","individuallyHashed":false,"fileOnly":true,"directDownloadAuthorized":false,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"]},"downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":null,"chatTemplate":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-06T20:27:11.989Z","evidence_url":"/api/manifests/hf-model-quantfactory-fireball-alpaca-llama3-1-08-8b-c-r1-kto-relection-gguf"},"signature_state":"unsigned"}],"warnings":["This description is temporarily unavailable."],"nextActions":[{"label":"Inspect recorded bundle state","url":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-fireball-alpaca-llama3-1-08-8b-c-r1-kto-relection-gguf/bundle","method":"GET"},{"label":"List individually hashed hosted files","url":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-quantfactory-fireball-alpaca-llama3-1-08-8b-c-r1-kto-relection-gguf&limit=100","method":"GET"},{"label":"Inspect trust bundle","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-quantfactory-fireball-alpaca-llama3-1-08-8b-c-r1-kto-relection-gguf","method":"GET"},{"label":"Open artifact","url":"https://huggingbay.xyz/artifact/hf-model-quantfactory-fireball-alpaca-llama3-1-08-8b-c-r1-kto-relection-gguf","method":"GET"}],"docs":{"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-quantfactory-fireball-alpaca-llama3-1-08-8b-c-r1-kto-relection-gguf","downloadsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-quantfactory-fireball-alpaca-llama3-1-08-8b-c-r1-kto-relection-gguf&limit=100","bundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-fireball-alpaca-llama3-1-08-8b-c-r1-kto-relection-gguf/bundle","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-quantfactory-fireball-alpaca-llama3-1-08-8b-c-r1-kto-relection-gguf"},"note":{"summary":"Downloadable doesn't mean tested: this record says whether the exact file can be downloaded now, not that the model is complete or that it runs.","downloadable":true},"serve_verdict":{"can_download":true,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-06T20:27:11.989Z","evidence_url":"/api/manifests/hf-model-quantfactory-fireball-alpaca-llama3-1-08-8b-c-r1-kto-relection-gguf"}}