developer_uid: chai_backend_admin
submission_id: chaiml-2a6f-69d4-linear-w01_v7
model_name: chaiml-2a6f-69d4-linear-w01_v7
model_group: ChaiML/2a6f-69d4-linear-
status: inactive
timestamp: 2025-11-04T19:19:21+00:00
num_battles: 7349709
num_wins: 3820455
celo_rating: 1300.15
family_friendly_score: 0.5347999999999999
family_friendly_standard_error: 0.007053920328441483
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': 0.5259311489384522, 'latency_mean': 1.901294983625412, 'latency_p50': 1.8948235511779785, 'latency_p90': 2.107541871070862}, {'batch_size': 3, 'throughput': 1.025835935769226, 'latency_mean': 2.918996844291687, 'latency_p50': 2.893799304962158, 'latency_p90': 3.212772035598755}, {'batch_size': 5, 'throughput': 1.2923805764169327, 'latency_mean': 3.8553922951221464, 'latency_p50': 3.844947934150696, 'latency_p90': 4.389010334014893}, {'batch_size': 6, 'throughput': 1.3705424027403843, 'latency_mean': 4.355201896429062, 'latency_p50': 4.340332388877869, 'latency_p90': 5.073640131950379}, {'batch_size': 8, 'throughput': 1.4896511386722018, 'latency_mean': 5.33507440328598, 'latency_p50': 5.312477111816406, 'latency_p90': 6.110319399833679}, {'batch_size': 10, 'throughput': 1.5581195401113686, 'latency_mean': 6.37508674621582, 'latency_p50': 6.434528470039368, 'latency_p90': 7.189131593704223}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-2a6f-69d4-linear-w01_v7
is_internal_developer: True
language_model: ChaiML/2a6f-69d4-linear-w01
model_size: 24B
ranking_group: single
throughput_3p7s: 1.26
us_pacific_date: 2025-11-04
win_ratio: 0.5198103761659135
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-v7-mkmlizer
Waiting for job on chaiml-2a6f-69d4-linear-w01-v7-mkmlizer to finish
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║                                                                     ║
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chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║  belonging to:                                                      ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Unable to record family friendly update due to error: Invalid JSON input: Expecting value: line 1 column 1 (char 0)
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: Downloaded to shared memory in 73.068s
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: Checking if ChaiML/2a6f-69d4-linear-w01 already exists in ChaiML
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpln2blhup, device:0
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: quantized model in 286.855s
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: Processed model ChaiML/2a6f-69d4-linear-w01 in 359.923s
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: creating bucket guanaco-mkml-models
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v7/nvidia
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v7/nvidia/config.json
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v7/nvidia/special_tokens_map.json
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v7/nvidia/tokenizer_config.json
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v7/nvidia/tokenizer.json
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v7/nvidia/flywheel_model.1.safetensors
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v7/nvidia/flywheel_model.0.safetensors
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Job chaiml-2a6f-69d4-linear-w01-v7-mkmlizer completed after 441.68s with status: succeeded
Stopping job with name chaiml-2a6f-69d4-linear-w01-v7-mkmlizer
Pipeline stage MKMLizer completed in 443.17s
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-2a6f-69d4-linear-w01-v7
Waiting for inference service chaiml-2a6f-69d4-linear-w01-v7 to be ready
Failed to get response for submission chaiml-0sw-95p-5ff-rin_63828_v28: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-0sw-95p-5ff-rin_63828_v28/predict', '{"detail":"503, message=\'Attempt to decode JSON with unexpected mimetype: text/plain\', url=\'http://10.4.101.12:8080/models/chaiml-0sw-95p-5ff-rin_63828_v28/predict\'"}')
Inference service chaiml-2a6f-69d4-linear-w01-v7 ready after 140.97354245185852s
Pipeline stage MKMLDeployer completed in 141.65s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4772353172302246s
Received healthy response to inference request in 2.044830799102783s
Received healthy response to inference request in 2.0895254611968994s
Received healthy response to inference request in 1.9865059852600098s
Received healthy response to inference request in 1.9346942901611328s
5 requests
0 failed requests
5th percentile: 1.9450566291809082
10th percentile: 1.9554189682006835
20th percentile: 1.9761436462402344
30th percentile: 1.9981709480285645
40th percentile: 2.0215008735656737
50th percentile: 2.044830799102783
60th percentile: 2.0627086639404295
70th percentile: 2.0805865287780763
80th percentile: 2.1670674324035644
90th percentile: 2.3221513748168947
95th percentile: 2.3996933460235597
99th percentile: 2.4617269229888916
mean time: 2.10655837059021
Pipeline stage StressChecker completed in 12.56s
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 0.71s
Shutdown handler de-registered
chaiml-2a6f-69d4-linear-w01_v7 status is now deployed due to DeploymentManager action
Shutdown handler registered
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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-2a6f-69d4-linear-w01-v7-profiler
Waiting for inference service chaiml-2a6f-69d4-linear-w01-v7-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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2912.94s
Shutdown handler de-registered
chaiml-2a6f-69d4-linear-w01_v7 status is now inactive due to auto deactivation removed underperforming models
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage AMDMKMLizer
Starting job with name chaiml-2a6f-69d4-linear-w01-v7-mkmlizer
Waiting for job on chaiml-2a6f-69d4-linear-w01-v7-mkmlizer to finish
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: bash: no job control in this shell
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║  Version: 0.29.16+gfx942                                            ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║  Features: FLYWHEEL, CUDA, ROCM                                     ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║  belonging to:                                                      ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║  Expiration: 2028-03-31 00:00:00                                    ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: Downloaded to shared memory in 109.133s
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: Checking if ChaiML/2a6f-69d4-linear-w01 already exists in ChaiML
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmptog6qxza, device:0
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: 
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chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: quantized model in 58.882s
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: Processed model ChaiML/2a6f-69d4-linear-w01 in 168.015s
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: creating bucket guanaco-mkml-models
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v7/amd
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v7/amd/special_tokens_map.json
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v7/amd/config.json
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v7/amd/tokenizer_config.json
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v7/amd/tokenizer.json
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v7/amd/flywheel_model.1.safetensors
chaiml-2a6f-69d4-linear-w01-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v7/amd/flywheel_model.0.safetensors
Job chaiml-2a6f-69d4-linear-w01-v7-mkmlizer completed after 226.11s with status: succeeded
Stopping job with name chaiml-2a6f-69d4-linear-w01-v7-mkmlizer
Pipeline stage AMDMKMLizer completed in 227.79s
Shutdown handler de-registered