chaiml-93p-7ff-chaiml-m_74118

developer_uid: rirv938
submission_id: chaiml-93p-7ff-chaiml-m_74118_v1
model_name: chaiml-93p-7ff-chaiml-m_74118_v1
model_group: ChaiML/93p_7ff_chaiml_mi
status: torndown
timestamp: 2026-01-17T18:08:40+00:00
num_battles: 14736
num_wins: 7636
celo_rating: 1310.86
family_friendly_score: 0.4214
family_friendly_standard_error: 0.006983151723971061
submission_type: basic
model_repo: ChaiML/93p_7ff_chaiml_mistral_24b_2048_77769_v1_cp624_merged
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 96
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.33938659080254413, 'latency_mean': 2.9464274537563324, 'latency_p50': 2.953763484954834, 'latency_p90': 3.138261246681213}, {'batch_size': 2, 'throughput': 0.5308771812135752, 'latency_mean': 3.7670436120033264, 'latency_p50': 3.7613706588745117, 'latency_p90': 4.033116126060486}, {'batch_size': 3, 'throughput': 0.6610609811214755, 'latency_mean': 4.518529233932495, 'latency_p50': 4.528838872909546, 'latency_p90': 4.785795736312866}, {'batch_size': 4, 'throughput': 0.7576982152415961, 'latency_mean': 5.254375411272049, 'latency_p50': 5.257276892662048, 'latency_p90': 5.8259700536727905}, {'batch_size': 5, 'throughput': 0.8118271632901904, 'latency_mean': 6.136015955209732, 'latency_p50': 6.150529146194458, 'latency_p90': 6.719120001792907}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-93p-7ff-chaiml-m_74118_v1
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/93p_7ff_chaiml_mistral_24b_2048_77769_v1_cp624_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 0.52
us_pacific_date: 2026-01-14
win_ratio: 0.5181867535287731
generation_params: {'temperature': 1.0, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 60, 'presence_penalty': 0.1, 'frequency_penalty': 0.0, 'stopping_words': ['</s>', '\n', '###', 'You:', '<|im_end|>', '<|im_start|>'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 96}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name} <style="funny">:', '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-93p-7ff-chaiml-m-74118-v1-mkmlizer
Waiting for job on chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer to finish
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Stopping job with name chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer
Waiting for job on chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer to finish
chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer: bash: no job control in this shell
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chaiml-93p-7ff-chaiml-m-74118-v1-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-93p-7ff-chaiml-m-74118-v1-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
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chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer: ║                                                                     ║
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chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer: ║                                                                     ║
chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer: ║                                                                     ║
chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer: ║                                                                     ║
chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer: ║                                                                     ║
chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer: Downloaded to shared memory in 84.748s
chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer: Checking if ChaiML/93p_7ff_chaiml_mistral_24b_2048_77769_v1_cp624_merged already exists in ChaiML
chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmphwociv3y, device:0
chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission function_nagik_2026-01-02: ('http://chaiml-safety-grpo-2025-50335-v5-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:37648->127.0.0.1:8080: read: connection reset by peer\n')
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Unable to record family friendly update due to error: Invalid JSON input: Expecting value: line 1 column 1 (char 0)
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chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer: The tokenizer you are loading from '/tmp/tmphwociv3y' 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-93p-7ff-chaiml-m-74118-v1-mkmlizer: quantized model in 286.742s
chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer: Processed model ChaiML/93p_7ff_chaiml_mistral_24b_2048_77769_v1_cp624_merged in 371.491s
chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-93p-7ff-chaiml-m-74118-v1/nvidia
chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-93p-7ff-chaiml-m-74118-v1/nvidia/config.json
chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-93p-7ff-chaiml-m-74118-v1/nvidia/special_tokens_map.json
chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-93p-7ff-chaiml-m-74118-v1/nvidia/tokenizer_config.json
chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-93p-7ff-chaiml-m-74118-v1/nvidia/tokenizer.json
HTTP Request: %s %s "%s %d %s"
HTTP Request: %s %s "%s %d %s"
chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-93p-7ff-chaiml-m-74118-v1/nvidia/flywheel_model.1.safetensors
chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-93p-7ff-chaiml-m-74118-v1/nvidia/flywheel_model.0.safetensors
Job chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer completed after 443.97s with status: succeeded
Stopping job with name chaiml-93p-7ff-chaiml-m-74118-v1-mkmlizer
Pipeline stage MKMLizer completed in 456.66s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-93p-7ff-chaiml-m-74118-v1
Waiting for inference service chaiml-93p-7ff-chaiml-m-74118-v1 to be ready
HTTP Request: %s %s "%s %d %s"
HTTP Request: %s %s "%s %d %s"
Connection pool is full, discarding connection: %s. Connection pool size: %s
Inference service chaiml-93p-7ff-chaiml-m-74118-v1 ready after 141.94670724868774s
Pipeline stage MKMLDeployer completed in 142.58s
run pipeline stage %s
Running pipeline stage StressChecker
('Connection aborted.', ConnectionResetError(104, 'Connection reset by peer'))
Received unhealthy response to inference request!
Received healthy response to inference request in 3.384737730026245s
Received healthy response to inference request in 3.2699668407440186s
Received healthy response to inference request in 3.0720131397247314s
Received healthy response to inference request in 2.8557233810424805s
5 requests
1 failed requests
5th percentile: 0.6660675048828125
10th percentile: 1.2134814739227295
20th percentile: 2.3083094120025636
30th percentile: 2.8989813327789307
40th percentile: 2.985497236251831
50th percentile: 3.0720131397247314
60th percentile: 3.151194620132446
70th percentile: 3.230376100540161
80th percentile: 3.292921018600464
90th percentile: 3.3388293743133546
95th percentile: 3.3617835521697996
99th percentile: 3.380146894454956
mean time: 2.5402189254760743
%s, retrying in %s seconds...
Received healthy response to inference request in 3.0714454650878906s
Received healthy response to inference request in 2.6028048992156982s
Received healthy response to inference request in 2.6218180656433105s
Received healthy response to inference request in 3.1124324798583984s
Received healthy response to inference request in 2.8469557762145996s
5 requests
0 failed requests
5th percentile: 2.606607532501221
10th percentile: 2.6104101657867433
20th percentile: 2.618015432357788
30th percentile: 2.666845607757568
40th percentile: 2.756900691986084
50th percentile: 2.8469557762145996
60th percentile: 2.936751651763916
70th percentile: 3.0265475273132325
80th percentile: 3.0796428680419923
90th percentile: 3.096037673950195
95th percentile: 3.104235076904297
99th percentile: 3.110792999267578
mean time: 2.8510913372039797
Pipeline stage StressChecker completed in 30.53s
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 0.71s
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 0.71s
Shutdown handler de-registered
chaiml-93p-7ff-chaiml-m_74118_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-93p-7ff-chaiml-m-74118-v1-profiler
Waiting for inference service chaiml-93p-7ff-chaiml-m-74118-v1-profiler to be ready
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 3102.67s
Shutdown handler de-registered
chaiml-93p-7ff-chaiml-m_74118_v1 status is now torndown due to DeploymentManager action