chaiml-2a6f-69d4-linear_43777

developer_uid: chai_backend_admin
submission_id: chaiml-2a6f-69d4-linear_43777_v2
model_name: chaiml-2a6f-69d4-linear_43777_v2
model_group: ChaiML/2a6f-69d4-linear-
status: torndown
timestamp: 2026-02-10T18:41:17+00:00
num_battles: 10380
num_wins: 5129
celo_rating: 1303.42
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/2a6f-69d4-linear-w01-FP8
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 7
max_input_tokens: 1280
max_output_tokens: 64
reward_model: default
display_name: chaiml-2a6f-69d4-linear_43777_v2
is_internal_developer: True
language_model: ChaiML/2a6f-69d4-linear-w01-FP8
model_size: 24B
ranking_group: single
us_pacific_date: 2026-02-07
win_ratio: 0.4941233140655106
generation_params: {'temperature': 0.9, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.45, 'frequency_penalty': 0.45, 'stopping_words': ['\n'], 'max_input_tokens': 1280, 'best_of': 7, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage VLLMUploader
Starting job with name chaiml-2a6f-69d4-linear-43777-v2-uploader
Waiting for job on chaiml-2a6f-69d4-linear-43777-v2-uploader to finish
chaiml-2a6f-69d4-linear-43777-v2-uploader: Using quantization_mode: none
chaiml-2a6f-69d4-linear-43777-v2-uploader: Downloading snapshot of ChaiML/2a6f-69d4-linear-w01-FP8...
chaiml-2a6f-69d4-linear-43777-v2-uploader: 
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chaiml-2a6f-69d4-linear-43777-v2-uploader: Downloaded in 11.956s
chaiml-2a6f-69d4-linear-43777-v2-uploader: Processed model ChaiML/2a6f-69d4-linear-w01-FP8 in 20.868s
chaiml-2a6f-69d4-linear-43777-v2-uploader: creating bucket guanaco-vllm-models
chaiml-2a6f-69d4-linear-43777-v2-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-2a6f-69d4-linear-43777-v2-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-2a6f-69d4-linear-43777-v2-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-2a6f-69d4-linear-43777-v2-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-2a6f-69d4-linear-43777-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-2a6f-69d4-linear-43777-v2-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-2a6f-69d4-linear-43777-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-2a6f-69d4-linear-43777-v2-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-2a6f-69d4-linear-43777-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-2a6f-69d4-linear-43777-v2-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-2a6f-69d4-linear-43777-v2-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-2a6f-69d4-linear-43777-v2-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-2a6f-69d4-linear-43777-v2-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-2a6f-69d4-linear-43777-v2-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-2a6f-69d4-linear-43777-v2-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-2a6f-69d4-linear-43777-v2-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-2a6f-69d4-linear-43777-v2-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-2a6f-69d4-linear-43777-v2-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-2a6f-69d4-linear-43777-v2
chaiml-2a6f-69d4-linear-43777-v2-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-2a6f-69d4-linear-43777-v2/.gitattributes
chaiml-2a6f-69d4-linear-43777-v2-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-2a6f-69d4-linear-43777-v2/config.json
chaiml-2a6f-69d4-linear-43777-v2-uploader: cp /dev/shm/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-2a6f-69d4-linear-43777-v2/chat_template.jinja
chaiml-2a6f-69d4-linear-43777-v2-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-2a6f-69d4-linear-43777-v2/generation_config.json
chaiml-2a6f-69d4-linear-43777-v2-uploader: cp /dev/shm/model_output/recipe.yaml s3://guanaco-vllm-models/chaiml-2a6f-69d4-linear-43777-v2/recipe.yaml
chaiml-2a6f-69d4-linear-43777-v2-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-2a6f-69d4-linear-43777-v2/special_tokens_map.json
chaiml-2a6f-69d4-linear-43777-v2-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-2a6f-69d4-linear-43777-v2/model.safetensors.index.json
chaiml-2a6f-69d4-linear-43777-v2-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-2a6f-69d4-linear-43777-v2/tokenizer.json
chaiml-2a6f-69d4-linear-43777-v2-uploader: cp /dev/shm/model_output/model-00005-of-00006.safetensors s3://guanaco-vllm-models/chaiml-2a6f-69d4-linear-43777-v2/model-00005-of-00006.safetensors
chaiml-2a6f-69d4-linear-43777-v2-uploader: cp /dev/shm/model_output/model-00001-of-00006.safetensors s3://guanaco-vllm-models/chaiml-2a6f-69d4-linear-43777-v2/model-00001-of-00006.safetensors
chaiml-2a6f-69d4-linear-43777-v2-uploader: cp /dev/shm/model_output/model-00003-of-00006.safetensors s3://guanaco-vllm-models/chaiml-2a6f-69d4-linear-43777-v2/model-00003-of-00006.safetensors
chaiml-2a6f-69d4-linear-43777-v2-uploader: cp /dev/shm/model_output/model-00004-of-00006.safetensors s3://guanaco-vllm-models/chaiml-2a6f-69d4-linear-43777-v2/model-00004-of-00006.safetensors
chaiml-2a6f-69d4-linear-43777-v2-uploader: cp /dev/shm/model_output/model-00002-of-00006.safetensors s3://guanaco-vllm-models/chaiml-2a6f-69d4-linear-43777-v2/model-00002-of-00006.safetensors
Unable to record family friendly update due to error: Invalid JSON input: Expecting value: line 1 column 1 (char 0)
Job chaiml-2a6f-69d4-linear-43777-v2-uploader completed after 136.01s with status: succeeded
Stopping job with name chaiml-2a6f-69d4-linear-43777-v2-uploader
Pipeline stage VLLMUploader completed in 145.06s
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Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 3.30s
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Running pipeline stage VLLMDeployer
Creating inference service chaiml-2a6f-69d4-linear-43777-v2
Waiting for inference service chaiml-2a6f-69d4-linear-43777-v2 to be ready
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admin requested tearing down of chaiml-diego-capone-ale_30619_v1
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clean up pipeline due to error=TeardownError('401\nReason: Unauthorized\nHTTP response headers: HTTPHeaderDict({\'Audit-Id\': \'9c7dc500-6a2a-45b6-abcf-65cc9fc3caaf\', \'Cache-Control\': \'no-cache, private\', \'Content-Type\': \'application/json\', \'Date\': \'Sat, 07 Feb 2026 16:41:10 GMT\', \'Content-Length\': \'129\'})\nHTTP response body: b\'{"kind":"Status","apiVersion":"v1","metadata":{},"status":"Failure","message":"Unauthorized","reason":"Unauthorized","code":401}\\n\'\nOriginal traceback: \n  File "/root/miniconda3/envs/guanaco/lib/python3.11/site-packages/kubernetes/dynamic/client.py", line 55, in inner\n    resp = func(self, *args, **kwargs)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^\n\n  File "/root/miniconda3/envs/guanaco/lib/python3.11/site-packages/kubernetes/dynamic/client.py", line 273, in request\n    api_response = self.client.call_api(\n                   ^^^^^^^^^^^^^^^^^^^^^\n\n  File "/root/miniconda3/envs/guanaco/lib/python3.11/site-packages/kubernetes/client/api_client.py", line 348, in call_api\n    return self.__call_api(resource_path, method,\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n\n  File "/root/miniconda3/envs/guanaco/lib/python3.11/site-packages/kubernetes/client/api_client.py", line 180, in __call_api\n    response_data = self.request(\n                    ^^^^^^^^^^^^^\n\n  File "/root/miniconda3/envs/guanaco/lib/python3.11/site-packages/kubernetes/client/api_client.py", line 373, in request\n    return self.rest_client.GET(url,\n           ^^^^^^^^^^^^^^^^^^^^^^^^^\n\n  File "/root/miniconda3/envs/guanaco/lib/python3.11/site-packages/kubernetes/client/rest.py", line 244, in GET\n    return self.request("GET", url,\n           ^^^^^^^^^^^^^^^^^^^^^^^^\n\n  File "/root/miniconda3/envs/guanaco/lib/python3.11/site-packages/kubernetes/client/rest.py", line 238, in request\n    raise ApiException(http_resp=r)\n')
Shutdown handler de-registered
Inference service chaiml-2a6f-69d4-linear-43777-v2 ready after 171.2350754737854s
Pipeline stage VLLMDeployer completed in 175.74s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.0978503227233887s
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Received healthy response to inference request in 3.8144826889038086s
Received healthy response to inference request in 2.4596941471099854s
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Received healthy response to inference request in 3.1186811923980713s
Received healthy response to inference request in 2.868159055709839s
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Received healthy response to inference request in 2.370567560195923s
Received healthy response to inference request in 2.1140637397766113s
30 requests
0 failed requests
5th percentile: 1.7992011308670044
10th percentile: 2.0046982049942015
20th percentile: 2.1503603935241697
30th percentile: 2.358957386016846
40th percentile: 2.524906301498413
50th percentile: 2.5663866996765137
60th percentile: 2.732783794403076
70th percentile: 2.8693538188934324
80th percentile: 3.1212204933166503
90th percentile: 3.5761564254760745
95th percentile: 3.7373182177543636
99th percentile: 4.01251262664795
mean time: 2.6728196779886884
Pipeline stage StressChecker completed in 123.37s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.75s
Shutdown handler de-registered
chaiml-2a6f-69d4-linear_43777_v2 status is now deployed due to DeploymentManager action
chaiml-2a6f-69d4-linear_43777_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-2a6f-69d4-linear_43777_v2 status is now torndown due to DeploymentManager action