developer_uid: chai_backend_admin
submission_id: chaiml-cai-v2-dpo-instr_38046_v7
model_name: richard_richard
model_group: ChaiML/cai-v2-dpo_instru
status: torndown
timestamp: 2025-12-03T01:51:22+00:00
num_battles: 11189
num_wins: 6530
celo_rating: 1350.36
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/cai-v2-dpo_instructv11-cosine
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': 0.26838413279493195, 'latency_mean': 3.725926960706711, 'latency_p50': 3.7189886569976807, 'latency_p90': 3.939739799499512}, {'batch_size': 2, 'throughput': 0.43313985397015053, 'latency_mean': 4.606177240610123, 'latency_p50': 4.6175127029418945, 'latency_p90': 4.848575782775879}, {'batch_size': 3, 'throughput': 0.5548533735512639, 'latency_mean': 5.398507061004639, 'latency_p50': 5.4094308614730835, 'latency_p90': 5.9916788816452025}, {'batch_size': 5, 'throughput': 0.6943683125720902, 'latency_mean': 7.174637417793274, 'latency_p50': 7.1791603565216064, 'latency_p90': 7.924758958816528}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: richard_richard
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/cai-v2-dpo_instructv11-cosine
model_size: 24B
ranking_group: single
us_pacific_date: 2025-12-02
win_ratio: 0.5836089015997855
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': ['User:', '</s>', 'You:'], '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-dpo-instr-38046-v7-mkmlizer
Waiting for job on chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer to finish
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: bash: no job control in this shell
chaiml-cai-v2-dpo-instr-38046-v7-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-dpo-instr-38046-v7-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: ║                                                                     ║
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chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: ║                                                                     ║
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: ║                                                                     ║
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: ║  belonging to:                                                      ║
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: ║                                                                     ║
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: ║                                                                     ║
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission chaiml-icld-v1-dpo_v6: ('http://chaiml-icld-v1-dpo-v6-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: Downloaded to shared memory in 110.999s
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: Checking if ChaiML/cai-v2-dpo_instructv11-cosine already exists in ChaiML
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpihspwsku, device:0
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: 
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chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: The tokenizer you are loading from '/tmp/tmpihspwsku' 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-dpo-instr-38046-v7-mkmlizer: quantized model in 276.802s
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: Processed model ChaiML/cai-v2-dpo_instructv11-cosine in 387.801s
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: creating bucket guanaco-mkml-models
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-cai-v2-dpo-instr-38046-v7/nvidia
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-cai-v2-dpo-instr-38046-v7/nvidia/config.json
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: cp /dev/shm/model_cache/chat_template.jinja s3://guanaco-mkml-models/chaiml-cai-v2-dpo-instr-38046-v7/nvidia/chat_template.jinja
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-cai-v2-dpo-instr-38046-v7/nvidia/special_tokens_map.json
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-cai-v2-dpo-instr-38046-v7/nvidia/tokenizer_config.json
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-cai-v2-dpo-instr-38046-v7/nvidia/tokenizer.json
chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-cai-v2-dpo-instr-38046-v7/nvidia/flywheel_model.1.safetensors
Job chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer completed after 459.83s with status: succeeded
Stopping job with name chaiml-cai-v2-dpo-instr-38046-v7-mkmlizer
Pipeline stage MKMLizer completed in 460.40s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-cai-v2-dpo-instr-38046-v7
Waiting for inference service chaiml-cai-v2-dpo-instr-38046-v7 to be ready
Inference service chaiml-cai-v2-dpo-instr-38046-v7 ready after 170.84764981269836s
Pipeline stage MKMLDeployer completed in 171.78s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.711747169494629s
Received healthy response to inference request in 3.8132784366607666s
Received healthy response to inference request in 3.8820536136627197s
Received healthy response to inference request in 3.909449577331543s
Received healthy response to inference request in 3.7537498474121094s
5 requests
0 failed requests
5th percentile: 3.720147705078125
10th percentile: 3.7285482406616213
20th percentile: 3.745349311828613
30th percentile: 3.7656555652618406
40th percentile: 3.7894670009613036
50th percentile: 3.8132784366607666
60th percentile: 3.8407885074615478
70th percentile: 3.868298578262329
80th percentile: 3.8875328063964845
90th percentile: 3.8984911918640135
95th percentile: 3.9039703845977782
99th percentile: 3.90835373878479
mean time: 3.8140557289123533
Pipeline stage StressChecker completed in 20.39s
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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 0.69s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.69s
Shutdown handler de-registered
chaiml-cai-v2-dpo-instr_38046_v7 status is now deployed due to DeploymentManager action
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Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.10s
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Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
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Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-cai-v2-dpo-instr-38046-v7-profiler
Waiting for inference service chaiml-cai-v2-dpo-instr-38046-v7-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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError("('http://chaiml-cai-v2-dpo-instr-38046-v7-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-dpo-instr-38046-v7-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-cai-v2-dpo-instr-38046-v7-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')")
Shutdown handler de-registered