developer_uid: chai_backend_admin
submission_id: chaiml-cai-v2-1-dpo-v12_90095_v8
model_name: richard_toml
model_group: ChaiML/cai-v2-1-dpo_v12-
status: torndown
timestamp: 2025-12-02T22:11:10+00:00
num_battles: 9249
num_wins: 5431
celo_rating: 1354.07
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/cai-v2-1-dpo_v12-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': 0.26832171893115, 'latency_mean': 3.726805558204651, 'latency_p50': 3.724133014678955, 'latency_p90': 3.9181488513946534}, {'batch_size': 2, 'throughput': 0.43837365373237375, 'latency_mean': 4.546681153774261, 'latency_p50': 4.536168336868286, 'latency_p90': 4.768845415115356}, {'batch_size': 3, 'throughput': 0.5567276355164205, 'latency_mean': 5.366088827848435, 'latency_p50': 5.400448322296143, 'latency_p90': 5.635064315795899}, {'batch_size': 5, 'throughput': 0.7067903186861982, 'latency_mean': 7.037682285308838, 'latency_p50': 7.036985516548157, 'latency_p90': 7.590145182609558}]
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_v12-cosine
model_size: 24B
ranking_group: single
us_pacific_date: 2025-12-02
win_ratio: 0.5871986160666018
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:', 'You:', '</s>'], '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-v12-90095-v8-mkmlizer
Waiting for job on chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer to finish
Failed to get response for submission chaiml-cai-real-v3b_v7: ('http://chaiml-cai-real-v3b-v7-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-cai-real-v3b_v7: ('http://chaiml-cai-real-v3b-v7-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: bash: no job control in this shell
chaiml-cai-v2-1-dpo-v12-90095-v8-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-v12-90095-v8-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: ║                                                                     ║
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chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: ║                                                                     ║
chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: ║                                                                     ║
chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: ║  belonging to:                                                      ║
chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: ║                                                                     ║
chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: ║                                                                     ║
chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission chaiml-cai-real-v3b_v7: ('http://chaiml-cai-real-v3b-v7-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-cai-real-v3b_v7: ('http://chaiml-cai-real-v3b-v7-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: Downloaded to shared memory in 41.170s
chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: Checking if ChaiML/cai-v2-1-dpo_v12-cosine already exists in ChaiML
chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpn0151s2f, device:0
chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-cai-real-v3b-eos_v8: ('http://chaiml-cai-real-v3b-eos-v8-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-cai-real-v3b-eos_v8: ('http://chaiml-cai-real-v3b-eos-v8-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-cai-real-v3b-eos_v8: ('http://chaiml-cai-real-v3b-eos-v8-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-cai-real-v3b_v7: ('http://chaiml-cai-real-v3b-v7-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-cai-real-v3b_v7: ('http://chaiml-cai-real-v3b-v7-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
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chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: The tokenizer you are loading from '/tmp/tmpn0151s2f' 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-v12-90095-v8-mkmlizer: quantized model in 276.080s
chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: Processed model ChaiML/cai-v2-1-dpo_v12-cosine in 317.251s
chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: creating bucket guanaco-mkml-models
chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-cai-v2-1-dpo-v12-90095-v8/nvidia
chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-cai-v2-1-dpo-v12-90095-v8/nvidia/config.json
chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-cai-v2-1-dpo-v12-90095-v8/nvidia/special_tokens_map.json
chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-cai-v2-1-dpo-v12-90095-v8/nvidia/tokenizer_config.json
chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-cai-v2-1-dpo-v12-90095-v8/nvidia/tokenizer.json
Failed to get response for submission chaiml-cai-real-v3b-eos_v8: ('http://chaiml-cai-real-v3b-eos-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-v12-90095-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-cai-v2-1-dpo-v12-90095-v8/nvidia/flywheel_model.1.safetensors
chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-cai-v2-1-dpo-v12-90095-v8/nvidia/flywheel_model.0.safetensors
Job chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer completed after 389.64s with status: succeeded
Stopping job with name chaiml-cai-v2-1-dpo-v12-90095-v8-mkmlizer
Pipeline stage MKMLizer completed in 390.20s
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-cai-v2-1-dpo-v12-90095-v8
Waiting for inference service chaiml-cai-v2-1-dpo-v12-90095-v8 to be ready
Failed to get response for submission chaiml-cai-real-v3b_v7: ('http://chaiml-cai-real-v3b-v7-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Inference service chaiml-cai-v2-1-dpo-v12-90095-v8 ready after 181.14537501335144s
Pipeline stage MKMLDeployer completed in 182.04s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.71777606010437s
Received healthy response to inference request in 4.0838868618011475s
Received healthy response to inference request in 3.326934814453125s
Received healthy response to inference request in 3.7230191230773926s
Received healthy response to inference request in 4.0203635692596436s
5 requests
0 failed requests
5th percentile: 3.405103063583374
10th percentile: 3.4832713127136232
20th percentile: 3.639607810974121
30th percentile: 3.7188246726989744
40th percentile: 3.7209218978881835
50th percentile: 3.7230191230773926
60th percentile: 3.841956901550293
70th percentile: 3.9608946800231934
80th percentile: 4.033068227767944
90th percentile: 4.058477544784546
95th percentile: 4.071182203292847
99th percentile: 4.081345930099487
mean time: 3.7743960857391357
Pipeline stage StressChecker completed in 20.37s
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 0.67s
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 0.66s
Shutdown handler de-registered
chaiml-cai-v2-1-dpo-v12_90095_v8 status is now deployed due to DeploymentManager action
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-v2-1-dpo-v12-90095-v8-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-v2-1-dpo-v12-90095-v8-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-v2-1-dpo-v12-90095-v8-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')")
Shutdown handler de-registered