chaiml-2a6f-69d4-linear-w01

developer_uid: chai_backend_admin
submission_id: chaiml-2a6f-69d4-linear-w01_v22
model_name: chaiml-2a6f-69d4-linear-w01_v22
model_group: ChaiML/2a6f-69d4-linear-
status: torndown
timestamp: 2025-12-30T03:31:43+00:00
num_battles: 7766
num_wins: 3968
celo_rating: 1297.37
family_friendly_score: 0.5336000000000001
family_friendly_standard_error: 0.007055083840749166
submission_type: basic
model_repo: ChaiML/2a6f-69d4-linear-w01
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 7
max_input_tokens: 1280
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5473999591051131, 'latency_mean': 1.8267415475845337, 'latency_p50': 1.8299063444137573, 'latency_p90': 2.0180683851242067}, {'batch_size': 3, 'throughput': 1.0662172250430162, 'latency_mean': 2.7973099660873415, 'latency_p50': 2.804595470428467, 'latency_p90': 3.0431490898132325}, {'batch_size': 5, 'throughput': 1.3479041581379974, 'latency_mean': 3.684693356752396, 'latency_p50': 3.7039157152175903, 'latency_p90': 4.152665138244629}, {'batch_size': 6, 'throughput': 1.4403423444919299, 'latency_mean': 4.136873799562454, 'latency_p50': 4.146152496337891, 'latency_p90': 4.641077303886413}, {'batch_size': 8, 'throughput': 1.5774966383215003, 'latency_mean': 5.037754681110382, 'latency_p50': 5.052625417709351, 'latency_p90': 5.652169394493103}, {'batch_size': 10, 'throughput': 1.6600408140570695, 'latency_mean': 5.982325403690338, 'latency_p50': 5.939463376998901, 'latency_p90': 6.749583530426025}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: chaiml-2a6f-69d4-linear-w01_v22
ineligible_reason: num_battles<10000
is_internal_developer: True
language_model: ChaiML/2a6f-69d4-linear-w01
model_size: 24B
ranking_group: single
throughput_3p7s: 1.36
us_pacific_date: 2025-12-26
win_ratio: 0.510945145506052
generation_params: {'temperature': 0.9, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.45, 'frequency_penalty': 0.45, 'stopping_words': ['\n'], 'max_input_tokens': 1280, 'best_of': 7, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}
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-2a6f-69d4-linear-w01-v22-mkmlizer
Waiting for job on chaiml-2a6f-69d4-linear-w01-v22-mkmlizer to finish
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: bash: no job control in this shell
chaiml-2a6f-69d4-linear-w01-v22-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-2a6f-69d4-linear-w01-v22-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: ║                                                                     ║
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chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: ║  belonging to:                                                      ║
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: Downloaded to shared memory in 41.396s
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: Checking if ChaiML/2a6f-69d4-linear-w01 already exists in ChaiML
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpvsn9k6ao, device:0
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Unable to record family friendly update due to error: ('http://chaiml-nemo-guard-merged-v3-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:51518->127.0.0.1:8080: read: connection reset by peer\n')
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: 
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chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: The tokenizer you are loading from '/tmp/tmpvsn9k6ao' 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-2a6f-69d4-linear-w01-v22-mkmlizer: quantized model in 276.025s
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: Processed model ChaiML/2a6f-69d4-linear-w01 in 317.421s
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: creating bucket guanaco-mkml-models
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v22/nvidia
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v22/nvidia/config.json
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: cp /dev/shm/model_cache/chat_template.jinja s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v22/nvidia/chat_template.jinja
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v22/nvidia/special_tokens_map.json
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v22/nvidia/tokenizer_config.json
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v22/nvidia/tokenizer.json
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v22/nvidia/flywheel_model.1.safetensors
chaiml-2a6f-69d4-linear-w01-v22-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v22/nvidia/flywheel_model.0.safetensors
Job chaiml-2a6f-69d4-linear-w01-v22-mkmlizer completed after 387.42s with status: succeeded
Stopping job with name chaiml-2a6f-69d4-linear-w01-v22-mkmlizer
Pipeline stage MKMLizer completed in 387.91s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-2a6f-69d4-linear-w01-v22
Waiting for inference service chaiml-2a6f-69d4-linear-w01-v22 to be ready
Inference service chaiml-2a6f-69d4-linear-w01-v22 ready after 140.65465998649597s
Pipeline stage MKMLDeployer completed in 141.25s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.042673110961914s
Received healthy response to inference request in 2.0335121154785156s
Received healthy response to inference request in 2.314075469970703s
Received healthy response to inference request in 2.1995491981506348s
Received healthy response to inference request in 1.9457271099090576s
5 requests
0 failed requests
5th percentile: 1.9632841110229493
10th percentile: 1.9808411121368408
20th percentile: 2.015955114364624
30th percentile: 2.0353443145751955
40th percentile: 2.0390087127685548
50th percentile: 2.042673110961914
60th percentile: 2.1054235458374024
70th percentile: 2.168173980712891
80th percentile: 2.2224544525146483
90th percentile: 2.268264961242676
95th percentile: 2.2911702156066895
99th percentile: 2.3094944190979003
mean time: 2.107107400894165
Pipeline stage StressChecker completed in 12.02s
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 0.71s
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 0.61s
Shutdown handler de-registered
chaiml-2a6f-69d4-linear-w01_v22 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
Generating Leaderboard row for %s
Generated Leaderboard row for %s
Pipeline stage OfflineFamilyFriendlyScorer completed in 2434.91s
Shutdown handler de-registered
chaiml-2a6f-69d4-linear-w01_v22 status is now torndown due to DeploymentManager action