developer_uid: chai_backend_admin
submission_id: chaiml-1105-quang-ir-mi_76729_v4
model_name: toml
model_group: ChaiML/1105-quang-ir-mix
status: torndown
timestamp: 2025-12-02T19:27:10+00:00
num_battles: 5915
num_wins: 2967
celo_rating: 1294.07
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-f150002
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
display_name: toml
is_internal_developer: True
language_model: ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-f150002
model_size: 24B
ranking_group: single
us_pacific_date: 2025-12-02
win_ratio: 0.5016060862214708
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['####', '\n', '####\n', '</s>', 'You:'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s persona: {memory}", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': 'You: {message}\n', 'response_template': '####\n{bot_name}:', 'truncate_by_message': True}
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 MKMLizer
Starting job with name chaiml-1105-quang-ir-mi-76729-v4-mkmlizer
Waiting for job on chaiml-1105-quang-ir-mi-76729-v4-mkmlizer to finish
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: bash: no job control in this shell
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: /root/miniconda3/envs/nvidia/lib/python3.11/site-packages/mk1/__init__.py:1: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: Downloaded to shared memory in 52.279s
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: Checking if ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-f150002 already exists in ChaiML
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp6o9oal_o, device:0
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: 
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chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: The tokenizer you are loading from '/tmp/tmp6o9oal_o' with an incorrect regex pattern: https://huggingface.co/mistralai/Mistral-Small-3.1-24B-Instruct-2503/discussions/84#69121093e8b480e709447d5e. This will lead to incorrect tokenization. You should set the `fix_mistral_regex=True` flag when loading this tokenizer to fix this issue.
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: quantized model in 276.760s
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: Processed model ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-f150002 in 329.039s
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-76729-v4/nvidia
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-76729-v4/nvidia/config.json
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-76729-v4/nvidia/tokenizer_config.json
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-76729-v4/nvidia/special_tokens_map.json
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-76729-v4/nvidia/tokenizer.json
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-76729-v4/nvidia/flywheel_model.1.safetensors
chaiml-1105-quang-ir-mi-76729-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-76729-v4/nvidia/flywheel_model.0.safetensors
Job chaiml-1105-quang-ir-mi-76729-v4-mkmlizer completed after 421.19s with status: succeeded
Stopping job with name chaiml-1105-quang-ir-mi-76729-v4-mkmlizer
Pipeline stage MKMLizer completed in 421.96s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-1105-quang-ir-mi-76729-v4
Waiting for inference service chaiml-1105-quang-ir-mi-76729-v4 to be ready
Inference service chaiml-1105-quang-ir-mi-76729-v4 ready after 171.1210641860962s
Pipeline stage MKMLDeployer completed in 172.26s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.106928586959839s
Received healthy response to inference request in 2.057363748550415s
Received healthy response to inference request in 2.108137607574463s
Received healthy response to inference request in 2.219771385192871s
Received healthy response to inference request in 2.205533504486084s
5 requests
0 failed requests
5th percentile: 2.0672767162323
10th percentile: 2.0771896839141846
20th percentile: 2.097015619277954
30th percentile: 2.1071703910827635
40th percentile: 2.107653999328613
50th percentile: 2.108137607574463
60th percentile: 2.147095966339111
70th percentile: 2.18605432510376
80th percentile: 2.2083810806274413
90th percentile: 2.2140762329101564
95th percentile: 2.2169238090515138
99th percentile: 2.2192018699645994
mean time: 2.1395469665527345
Pipeline stage StressChecker completed in 12.45s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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starting trigger_guanaco_pipeline args=%s
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.82s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.96s
Shutdown handler de-registered
chaiml-1105-quang-ir-mi_76729_v4 status is now deployed due to DeploymentManager action
Shutdown handler registered
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Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.11s
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Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
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Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-1105-quang-ir-mi-76729-v4-profiler
Waiting for inference service chaiml-1105-quang-ir-mi-76729-v4-profiler to be ready
Shutdown handler registered
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
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Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError("('http://chaiml-1105-quang-ir-mi-76729-v4-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')")
Shutdown handler de-registered
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run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError("('http://chaiml-1105-quang-ir-mi-76729-v4-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')")
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError("('http://chaiml-1105-quang-ir-mi-76729-v4-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')")
Shutdown handler de-registered