{"serveDecision":{"state":"READY","authority":"live-serve-decision"},"downloadable":true,"downloadReady":true,"degraded":false,"stale":false,"readinessCheckedAt":"2026-11-08T01:05:03.424Z","readinessSource":"file-check","schemaVersion":"hugging-bay.local-kit.v2","displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-08T01:02:49.097Z","generatedAt":"2026-11-08T01:05:03.425Z","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 'Hy-MT2-30B-A3B-uncensored-heretic.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. 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The old -no-cnv flag was removed and is rejected by current builds.","runner":{"name":"llama.cpp","testedBuild":"b10964-b29c606e2","singleTurnFlag":"-st"},"prefilledFrom":{"file":"Hy-MT2-30B-A3B-uncensored-heretic.i1-Q4_K_M.gguf","templateSha256":"53e11a67caa40e918de4930d836829024973da39b357cec4f4bf5aa2da96717f","sha256":"b0358d0319aae3f821fef4989bd85f409336139bfc7db59fd049848b9882321c"},"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(\"./Hy-MT2-30B-A3B-uncensored-heretic.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 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(conditional on HYTK) ‑‑‑---------- #}\n{%- if HYTK %}\n    {%- set think_begin_token = '<think:{}>'.format(HYTK) %}\n    {%- set think_end_token = '</think:{}>'.format(HYTK) %}\n    {%- set toolcalls_begin_token = '<tool_calls:{}>'.format(HYTK) %}\n    {%- set toolcalls_end_token = '</tool_calls:{}>'.format(HYTK) %}\n    {%- set toolcall_begin_token = '<tool_call:{}>'.format(HYTK) %}\n    {%- set toolcall_end_token = '</tool_call:{}>'.format(HYTK) %}\n    {%- set toolsep_token = '<tool_sep:{}>'.format(HYTK) %}\n    {%- set argkey_begin_token = '<arg_key:{}>'.format(HYTK) %}\n    {%- set argkey_end_token = '</arg_key:{}>'.format(HYTK) %}\n    {%- set argvalue_begin_token = '<arg_value:{}>'.format(HYTK) %}\n    {%- set argvalue_end_token = '</arg_value:{}>'.format(HYTK) %}\n    {%- set toolresponses_begin_token = '<tool_responses:{}>'.format(HYTK) %}\n    {%- set toolresponses_end_token = '</tool_responses:{}>'.format(HYTK) %}\n    {%- set toolresponse_begin_token = '<tool_response:{}>'.format(HYTK) %}\n    {%- set toolresponse_end_token = '</tool_response:{}>'.format(HYTK) %}\n    {%- set reasoning_mode_token = '<｜reasoning_mode｜>' %}\n    {%- set toolcalls_begin_ds_token = '<｜tool▁calls▁begin｜>' %}\n    {%- set toolcalls_end_ds_token = '<｜tool▁calls▁end｜>' %}\n    {%- set toolcall_begin_ds_token = '<｜tool▁call▁begin｜>' %}\n    {%- set toolcall_end_ds_token = '<｜tool▁call▁end｜>' %}\n    {%- set toolsep_ds_token = '<｜tool▁sep｜>' %}\n    {%- set tooloutput_begin_ds_token = '<｜tool▁output▁begin｜>' %}\n    {%- set tooloutput_end_ds_token = '<｜tool▁output▁end｜>' %}\n{%- else %}\n    {%- set think_begin_token = '<think>' %}\n    {%- set think_end_token = '</think>' %}\n    {%- set toolcalls_begin_token = '<tool_calls>' %}\n    {%- set toolcalls_end_token = '</tool_calls>' %}\n    {%- set toolcall_begin_token = '<tool_call>' %}\n    {%- set toolcall_end_token = '</tool_call>' %}\n    {%- set toolsep_token = '<tool_sep>' %}\n    {%- set argkey_begin_token = '<arg_key>' %}\n    {%- set argkey_end_token = '</arg_key>' %}\n    {%- set argvalue_begin_token = '<arg_value>' %}\n    {%- set argvalue_end_token = '</arg_value>' %}\n    {%- set toolresponses_begin_token = '<tool_responses>' %}\n    {%- set toolresponses_end_token = '</tool_responses>' %}\n    {%- set toolresponse_begin_token = '<tool_response>' %}\n    {%- set toolresponse_end_token = '</tool_response>' %}\n    {%- set reasoning_mode_token = '<｜reasoning_mode｜>' %}\n    {%- set toolcalls_begin_ds_token = '<｜tool▁calls▁begin｜>' %}\n    {%- set toolcalls_end_ds_token = '<｜tool▁calls▁end｜>' %}\n    {%- set toolcall_begin_ds_token = '<｜tool▁call▁begin｜>' %}\n    {%- set toolcall_end_ds_token = '<｜tool▁call▁end｜>' %}\n    {%- set toolsep_ds_token = '<｜tool▁sep｜>' %}\n    {%- set tooloutput_begin_ds_token = '<｜tool▁output▁begin｜>' %}\n    {%- set tooloutput_end_ds_token = '<｜tool▁output▁end｜>' %}\n{%- endif %}\n{# ----------‑‑‑ hyperparameters variables ‑‑‑---------- #}\n{%- if not add_generation_prompt is defined %}\n    {%- set add_generation_prompt = false %}\n{%- endif %}\n{%- if not interleaved_thinking is defined %}\n    {%- set interleaved_thinking = false %}\n{%- endif %}\n{%- if not tools %}\n    {%- set interleaved_thinking = false %}\n{%- endif %}\n{%- if not is_training is defined %}\n    {%- set is_training = false %}\n{%- endif %}\n{%- if not is_ai_search is defined %}\n    {%- set is_ai_search = false %}\n{%- endif %}\n{%- if not reasoning_effort is defined or reasoning_effort not in ['high', 'low', 'no_think'] %}\n    {%- set reasoning_effort = 'no_think' %}\n{%- endif %}\n\n{%- macro visible_text(content) -%}\n    {%- if content is string -%}\n        {{- content }}\n    {%- elif content is iterable and content is not mapping -%}\n        {%- for item in content -%}\n            {%- if item is mapping and item.type == 'text' -%}\n                {{- item.text }}\n            {%- elif item is string -%}\n                {{- item }}\n            {%- endif -%}\n        {%- endfor -%}\n    {%- elif content is none -%}\n        {{- '' }}\n    {%- else -%}\n        {{- content }}\n    {%- endif -%}\n{%- endmacro -%}\n\n{%- set ns = namespace(last_user_index=-1) %}\n{%- set sp_ns = namespace(system_prompt='', is_first_sp=true) %}\n{%- for message in messages %}\n    {%- if message['role'] == 'system' %}\n        {%- set sp_ns.system_prompt = sp_ns.system_prompt + visible_text(message['content']) %}\n    {%- endif %}\n    {%- if message['role'] == 'user' %}\n        {%- set ns.last_user_index = loop.index0 %}\n    {%- endif %}\n{%- endfor %}\n{%- if reasoning_effort is defined and reasoning_effort is string and reasoning_effort != '' and not tools %}\n    {%- set sp_ns.system_prompt = sp_ns.system_prompt + reasoning_mode_token + 'reasoning_effort:' + reasoning_effort %}\n{%- endif %}\n{{- bos_token }}\n{{- sp_ns.system_prompt }}\n{%- if tools %}\n    {%- if sp_ns.system_prompt != '' %}\n        {{- '\\n\\n# 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{%- if message['role'] == 'assistant' %}\n        {%- if is_training %}\n            {%- if 'reasoning_content' in message and message['reasoning_content'] is string %}\n                {%- set content = think_begin_token + message['reasoning_content'] + think_end_token + visible_text(message['content']) %}\n            {%- else %}\n                {%- set content = think_begin_token + think_end_token + visible_text(message['content']) %}\n            {%- endif %}\n        {%- else %}\n            {%- if interleaved_thinking %}\n                {%- if loop.index0 > ns.last_user_index and 'reasoning_content' in message and message['reasoning_content'] is string %}\n                    {%- set content = think_begin_token + message['reasoning_content'] + think_end_token + visible_text(message['content']) %}\n                {%- else %}\n                    {%- set content = think_begin_token + think_end_token + visible_text(message['content']) %}\n                {%- endif %}\n            {%- else %}\n                {%- set content = think_begin_token + think_end_token + visible_text(message['content']) %}\n            {%- endif %}\n        {%- endif %}\n        {%- if prev_ns.is_tool and not is_ai_search %}\n            {{- toolresponses_end_token }}\n        {%- endif %}\n        {{- assistant_token }}\n        {%- if message['tool_calls'] is defined and message['tool_calls'] %}\n            {%- set prev_ns.is_tool_first = true %}\n            {{- content }}\n            {{- toolcalls_begin_token + '\\n' }}\n            {%- for tool in message['tool_calls'] %}\n                {%- set arguments = tool['function']['arguments'] %}\n                {{- toolcall_begin_token + tool['function']['name'] + toolsep_token + '\\n' }}\n                {%- for key, value in arguments.items() %}\n                    {{- argkey_begin_token + key + argkey_end_token + '\\n' }}\n                    {%- if value is not string %}\n                        {%- set value = value | 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 {%- set toolcalls_end_token = '</tool_calls>' %}\n    {%- set toolcall_begin_token = '<tool_call>' %}\n    {%- set toolcall_end_token = '</tool_call>' %}\n    {%- set toolsep_token = '<tool_sep>' %}\n    {%- set argkey_begin_token = '<arg_key>' %}\n    {%- set argkey_end_token = '</arg_key>' %}\n    {%- set argvalue_begin_token = '<arg_value>' %}\n    {%- set argvalue_end_token = '</arg_value>' %}\n    {%- set toolresponses_begin_token = '<tool_responses>' %}\n    {%- set toolresponses_end_token = '</tool_responses>' %}\n    {%- set toolresponse_begin_token = '<tool_response>' %}\n    {%- set toolresponse_end_token = '</tool_response>' %}\n    {%- set reasoning_mode_token = '<｜reasoning_mode｜>' %}\n    {%- set toolcalls_begin_ds_token = '<｜tool▁calls▁begin｜>' %}\n    {%- set toolcalls_end_ds_token = '<｜tool▁calls▁end｜>' %}\n    {%- set toolcall_begin_ds_token = '<｜tool▁call▁begin｜>' %}\n    {%- set toolcall_end_ds_token = '<｜tool▁call▁end｜>' %}\n    {%- set toolsep_ds_token = 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sp_ns.system_prompt + reasoning_mode_token + 'reasoning_effort:' + reasoning_effort %}\n{%- endif %}\n{{- bos_token }}\n{{- sp_ns.system_prompt }}\n{%- if tools %}\n    {%- if sp_ns.system_prompt != '' %}\n        {{- '\\n\\n# Tools\\n\\nYou may call one or more functions to assist with the user query.' }}\n    {%- else %}\n        {{- '# Tools\\n\\nYou may call one or more functions to assist with the user query.' }}\n    {%- endif %}\n    {{- '\\n\\nYou are provided with function signatures within <tools></tools> XML tags:' }}\n    {{- '\\n<tools>\\n' }}\n    {%- for tool in tools %}\n        {%- if loop.index0 > 0 %}\n            {{- '\\n' }}\n        {%- endif %}\n        {{- tool | tojson }}\n    {%- endfor %}\n    {{- '\\n</tools>\\n\\n' }}\n    {{- 'For function call returns, you should first print ' + toolcalls_begin_token + '\\n' }}\n    {{- 'For each function call, you should return object like:\\n' }}\n    {{- toolcall_begin_token + '{function-name}' + toolsep_token + '\\n' 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