developer_uid: chai_backend_admin
submission_id: chaiml-ir-v3-4-dpo-irv13_v4
model_name: toml
model_group: ChaiML/ir-v3-4-dpo_irv13
status: torndown
timestamp: 2025-12-02T20:05:22+00:00
num_battles: 9437
num_wins: 4679
celo_rating: 1297.17
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/ir-v3-4-dpo_irv13
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/ir-v3-4-dpo_irv13
model_size: 24B
ranking_group: single
us_pacific_date: 2025-12-02
win_ratio: 0.4958143477800148
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['User:', 'You:', '\n', '</s>'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{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-ir-v3-4-dpo-irv13-v4-mkmlizer
Waiting for job on chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer to finish
chaiml-ir-v3-4-dpo-irv13-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-ir-v3-4-dpo-irv13-v4-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: Downloaded to shared memory in 47.088s
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: Checking if ChaiML/ir-v3-4-dpo_irv13 already exists in ChaiML
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpo7j6gdoc, device:0
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: 
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chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: The tokenizer you are loading from '/tmp/tmpo7j6gdoc' 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-ir-v3-4-dpo-irv13-v4-mkmlizer: quantized model in 276.474s
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: Processed model ChaiML/ir-v3-4-dpo_irv13 in 323.563s
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv13-v4/nvidia
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv13-v4/nvidia/special_tokens_map.json
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv13-v4/nvidia/tokenizer_config.json
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv13-v4/nvidia/config.json
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv13-v4/nvidia/tokenizer.json
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv13-v4/nvidia/flywheel_model.1.safetensors
chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv13-v4/nvidia/flywheel_model.0.safetensors
Job chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer completed after 410.16s with status: succeeded
Stopping job with name chaiml-ir-v3-4-dpo-irv13-v4-mkmlizer
Pipeline stage MKMLizer completed in 410.72s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v3-4-dpo-irv13-v4
Waiting for inference service chaiml-ir-v3-4-dpo-irv13-v4 to be ready
Inference service chaiml-ir-v3-4-dpo-irv13-v4 ready after 171.44931888580322s
Pipeline stage MKMLDeployer completed in 172.25s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3439204692840576s
Received healthy response to inference request in 2.3289377689361572s
Received healthy response to inference request in 2.342787742614746s
Received healthy response to inference request in 1.8273086547851562s
Received healthy response to inference request in 2.358499765396118s
5 requests
0 failed requests
5th percentile: 1.9276344776153564
10th percentile: 2.0279603004455566
20th percentile: 2.228611946105957
30th percentile: 2.331707763671875
40th percentile: 2.3372477531433105
50th percentile: 2.342787742614746
60th percentile: 2.343240833282471
70th percentile: 2.3436939239501955
80th percentile: 2.3468363285064697
90th percentile: 2.352668046951294
95th percentile: 2.355583906173706
99th percentile: 2.3579165935516357
mean time: 2.240290880203247
Pipeline stage StressChecker completed in 12.53s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.64s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.85s
Shutdown handler de-registered
chaiml-ir-v3-4-dpo-irv13_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
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-ir-v3-4-dpo-irv13-v4-profiler
Waiting for inference service chaiml-ir-v3-4-dpo-irv13-v4-profiler to be ready
Shutdown handler registered
run pipeline %s
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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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError("('http://chaiml-ir-v3-4-dpo-irv13-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-ir-v3-4-dpo-irv13-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-ir-v3-4-dpo-irv13-v4-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')")
Shutdown handler de-registered