developer_uid: chai_backend_admin
submission_id: chaiml-cai-v2-1-dpo-ins_68466_v9
model_name: richard_toml
model_group: ChaiML/cai-v2-1-dpo_inst
status: torndown
timestamp: 2025-12-02T23:50:33+00:00
num_battles: 8994
num_wins: 5346
celo_rating: 1360.18
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/cai-v2-1-dpo_instructv11-cosine-b04
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 128
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.26725381732093934, 'latency_mean': 3.741685436964035, 'latency_p50': 3.755555748939514, 'latency_p90': 3.9335255861282348}, {'batch_size': 2, 'throughput': 0.436363740173869, 'latency_mean': 4.5770229458808895, 'latency_p50': 4.5783973932266235, 'latency_p90': 4.792693424224853}, {'batch_size': 3, 'throughput': 0.5526023431626607, 'latency_mean': 5.411115934848786, 'latency_p50': 5.418803811073303, 'latency_p90': 5.711993551254272}, {'batch_size': 5, 'throughput': 0.69268490508813, 'latency_mean': 7.1768393802642825, 'latency_p50': 7.197790741920471, 'latency_p90': 7.881567287445068}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: richard_toml
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/cai-v2-1-dpo_instructv11-cosine-b04
model_size: 24B
ranking_group: single
us_pacific_date: 2025-12-02
win_ratio: 0.5943962641761175
generation_params: {'temperature': 0.3, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['You:', '</s>', 'User:'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 128}
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': '####\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-cai-v2-1-dpo-ins-68466-v9-mkmlizer
Waiting for job on chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer to finish
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: bash: no job control in this shell
chaiml-cai-v2-1-dpo-ins-68466-v9-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-cai-v2-1-dpo-ins-68466-v9-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: ║                                                                     ║
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chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: ║                                                                     ║
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: ║                                                                     ║
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: ║  belonging to:                                                      ║
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: ║                                                                     ║
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: ║                                                                     ║
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission chaiml-cai-v2-1-dpo-bas_31237_v8: ('http://chaiml-cai-v2-1-dpo-bas-31237-v8-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: Downloaded to shared memory in 44.655s
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: Checking if ChaiML/cai-v2-1-dpo_instructv11-cosine-b04 already exists in ChaiML
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpj_nbjnas, device:0
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: 
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chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: The tokenizer you are loading from '/tmp/tmpj_nbjnas' 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-cai-v2-1-dpo-ins-68466-v9-mkmlizer: quantized model in 277.531s
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: Processed model ChaiML/cai-v2-1-dpo_instructv11-cosine-b04 in 322.186s
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: creating bucket guanaco-mkml-models
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-cai-v2-1-dpo-ins-68466-v9/nvidia
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-cai-v2-1-dpo-ins-68466-v9/nvidia/config.json
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: cp /dev/shm/model_cache/chat_template.jinja s3://guanaco-mkml-models/chaiml-cai-v2-1-dpo-ins-68466-v9/nvidia/chat_template.jinja
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-cai-v2-1-dpo-ins-68466-v9/nvidia/special_tokens_map.json
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-cai-v2-1-dpo-ins-68466-v9/nvidia/tokenizer_config.json
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-cai-v2-1-dpo-ins-68466-v9/nvidia/tokenizer.json
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-cai-v2-1-dpo-ins-68466-v9/nvidia/flywheel_model.1.safetensors
chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-cai-v2-1-dpo-ins-68466-v9/nvidia/flywheel_model.0.safetensors
Job chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer completed after 389.28s with status: succeeded
Stopping job with name chaiml-cai-v2-1-dpo-ins-68466-v9-mkmlizer
Pipeline stage MKMLizer completed in 389.83s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.21s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-cai-v2-1-dpo-ins-68466-v9
Waiting for inference service chaiml-cai-v2-1-dpo-ins-68466-v9 to be ready
Inference service chaiml-cai-v2-1-dpo-ins-68466-v9 ready after 341.87673473358154s
Pipeline stage MKMLDeployer completed in 342.52s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.644385814666748s
Received healthy response to inference request in 3.8276851177215576s
Received healthy response to inference request in 4.106220483779907s
Received healthy response to inference request in 3.710451364517212s
Received healthy response to inference request in 3.487910747528076s
5 requests
0 failed requests
5th percentile: 3.5192057609558107
10th percentile: 3.550500774383545
20th percentile: 3.6130908012390135
30th percentile: 3.657598924636841
40th percentile: 3.6840251445770265
50th percentile: 3.710451364517212
60th percentile: 3.75734486579895
70th percentile: 3.8042383670806883
80th percentile: 3.8833921909332276
90th percentile: 3.994806337356567
95th percentile: 4.050513410568238
99th percentile: 4.095079069137573
mean time: 3.7553307056427
Pipeline stage StressChecker completed in 22.56s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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starting trigger_guanaco_pipeline args=%s
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.72s
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Running pipeline stage TriggerMKMLProfilingPipeline
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starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.68s
Shutdown handler de-registered
chaiml-cai-v2-1-dpo-ins_68466_v9 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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-cai-v2-1-dpo-ins-68466-v9-profiler
Waiting for inference service chaiml-cai-v2-1-dpo-ins-68466-v9-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-cai-v2-1-dpo-ins-68466-v9-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-cai-v2-1-dpo-ins-68466-v9-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-cai-v2-1-dpo-ins-68466-v9-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')")
Shutdown handler de-registered