chaiml-mistral-24b-2048_63507

developer_uid: rirv938
submission_id: chaiml-mistral-24b-2048_63507_v1
model_name: chaiml-mistral-24b-2048_63507_v1
model_group: ChaiML/mistral_24b_2048_
status: torndown
timestamp: 2026-01-14T18:04:00+00:00
num_battles: 16685
num_wins: 8686
celo_rating: 1310.88
family_friendly_score: 0.4942
family_friendly_standard_error: 0.007070592054418074
submission_type: basic
model_repo: ChaiML/mistral_24b_2048_gemini_ds_v2_20k_2250_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': 0.3336094030767314, 'latency_mean': 2.997437061071396, 'latency_p50': 3.000614047050476, 'latency_p90': 3.202642321586609}, {'batch_size': 2, 'throughput': 0.5135383822075144, 'latency_mean': 3.8903242313861846, 'latency_p50': 3.907942771911621, 'latency_p90': 4.136053085327148}, {'batch_size': 3, 'throughput': 0.6349821743832837, 'latency_mean': 4.713847951889038, 'latency_p50': 4.701390862464905, 'latency_p90': 5.017393851280213}, {'batch_size': 4, 'throughput': 0.7227168352667477, 'latency_mean': 5.515069917440415, 'latency_p50': 5.48550283908844, 'latency_p90': 5.959305596351623}, {'batch_size': 5, 'throughput': 0.7718905194948353, 'latency_mean': 6.457493022680283, 'latency_p50': 6.460816860198975, 'latency_p90': 7.259336924552917}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mistral-24b-2048_63507_v1
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/mistral_24b_2048_gemini_ds_v2_20k_2250_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 0.48
us_pacific_date: 2026-01-10
win_ratio: 0.5205873539106982
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': ['<|im_start|>', '###', 'You:', '\n', '<|im_end|>', '</s>'], '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}:', '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-mistral-24b-2048-63507-v1-mkmlizer
Waiting for job on chaiml-mistral-24b-2048-63507-v1-mkmlizer to finish
chaiml-mistral-24b-2048-63507-v1-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-mistral-24b-2048-63507-v1-mkmlizer: bash: no job control in this shell
chaiml-mistral-24b-2048-63507-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-mistral-24b-2048-63507-v1-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-mistral-24b-2048-63507-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-24b-2048-63507-v1-mkmlizer: ║                                                                     ║
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chaiml-mistral-24b-2048-63507-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mistral-24b-2048-63507-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-24b-2048-63507-v1-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-mistral-24b-2048-63507-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mistral-24b-2048-63507-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mistral-24b-2048-63507-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-24b-2048-63507-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-24b-2048-63507-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-24b-2048-63507-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-24b-2048-63507-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-24b-2048-63507-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-24b-2048-63507-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-24b-2048-63507-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mistral-24b-2048-63507-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-24b-2048-63507-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-24b-2048-63507-v1-mkmlizer: Downloaded to shared memory in 77.065s
chaiml-mistral-24b-2048-63507-v1-mkmlizer: Checking if ChaiML/mistral_24b_2048_gemini_ds_v2_20k_2250_merged already exists in ChaiML
chaiml-mistral-24b-2048-63507-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpqu77b8zo, device:0
chaiml-mistral-24b-2048-63507-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-24b-2048-63507-v1-mkmlizer: 
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chaiml-mistral-24b-2048-63507-v1-mkmlizer: The tokenizer you are loading from '/tmp/tmpqu77b8zo' 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-mistral-24b-2048-63507-v1-mkmlizer: quantized model in 280.615s
chaiml-mistral-24b-2048-63507-v1-mkmlizer: Processed model ChaiML/mistral_24b_2048_gemini_ds_v2_20k_2250_merged in 357.680s
chaiml-mistral-24b-2048-63507-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-24b-2048-63507-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-24b-2048-63507-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-24b-2048-63507-v1/nvidia
chaiml-mistral-24b-2048-63507-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-24b-2048-63507-v1/nvidia/config.json
chaiml-mistral-24b-2048-63507-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-24b-2048-63507-v1/nvidia/special_tokens_map.json
chaiml-mistral-24b-2048-63507-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-24b-2048-63507-v1/nvidia/tokenizer_config.json
chaiml-mistral-24b-2048-63507-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-24b-2048-63507-v1/nvidia/tokenizer.json
chaiml-mistral-24b-2048-63507-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mistral-24b-2048-63507-v1/nvidia/flywheel_model.1.safetensors
chaiml-mistral-24b-2048-63507-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-24b-2048-63507-v1/nvidia/flywheel_model.0.safetensors
Job chaiml-mistral-24b-2048-63507-v1-mkmlizer completed after 442.09s with status: succeeded
Stopping job with name chaiml-mistral-24b-2048-63507-v1-mkmlizer
Pipeline stage MKMLizer completed in 442.69s
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-mistral-24b-2048-63507-v1
Waiting for inference service chaiml-mistral-24b-2048-63507-v1 to be ready
Inference service chaiml-mistral-24b-2048-63507-v1 ready after 181.56551098823547s
Pipeline stage MKMLDeployer completed in 182.50s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.6122148036956787s
Received healthy response to inference request in 2.7660512924194336s
Received healthy response to inference request in 2.9338393211364746s
Received healthy response to inference request in 2.839542865753174s
5 requests
1 failed requests
5th percentile: 2.6429821014404298
10th percentile: 2.673749399185181
20th percentile: 2.7352839946746825
30th percentile: 2.7807496070861815
40th percentile: 2.8101462364196776
50th percentile: 2.839542865753174
60th percentile: 2.877261447906494
70th percentile: 2.9149800300598145
80th percentile: 6.378022909164432
90th percentile: 13.266390085220339
95th percentile: 16.710573673248287
99th percentile: 19.465920543670652
mean time: 6.261281108856201
%s, retrying in %s seconds...
Received healthy response to inference request in 2.751734733581543s
Received healthy response to inference request in 2.8159077167510986s
Received healthy response to inference request in 2.2228033542633057s
Received healthy response to inference request in 2.6760716438293457s
Received healthy response to inference request in 2.2776477336883545s
5 requests
0 failed requests
5th percentile: 2.2337722301483156
10th percentile: 2.244741106033325
20th percentile: 2.2666788578033445
30th percentile: 2.3573325157165526
40th percentile: 2.516702079772949
50th percentile: 2.6760716438293457
60th percentile: 2.7063368797302245
70th percentile: 2.7366021156311033
80th percentile: 2.764569330215454
90th percentile: 2.7902385234832763
95th percentile: 2.8030731201171877
99th percentile: 2.8133407974243165
mean time: 2.5488330364227294
Pipeline stage StressChecker completed in 47.00s
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 0.73s
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 0.70s
Shutdown handler de-registered
chaiml-mistral-24b-2048_63507_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 0.09s
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-mistral-24b-2048-63507-v1-profiler
Waiting for inference service chaiml-mistral-24b-2048-63507-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 2809.13s
Shutdown handler de-registered
chaiml-mistral-24b-2048_63507_v1 status is now torndown due to DeploymentManager action