chaiml-4d70-fd43-linear-w01

developer_uid: zonemercy
submission_id: chaiml-4d70-fd43-linear-w01_v4
model_name: chaiml-4d70-fd43-linear-w01_v4
model_group: ChaiML/4d70-fd43-linear-
status: torndown
timestamp: 2025-10-08T23:14:28+00:00
num_battles: 5148
num_wins: 2742
celo_rating: 1309.31
family_friendly_score: 0.5176000000000001
family_friendly_standard_error: 0.007066685786137658
submission_type: basic
model_repo: ChaiML/4d70-fd43-linear-w01
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1800
max_output_tokens: 74
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.7258091035486026, 'latency_mean': 1.3776434552669525, 'latency_p50': 1.3744785785675049, 'latency_p90': 1.507996129989624}, {'batch_size': 4, 'throughput': 1.6002070061488687, 'latency_mean': 2.4916785287857057, 'latency_p50': 2.4835712909698486, 'latency_p90': 2.733614134788513}, {'batch_size': 5, 'throughput': 1.7097766708417141, 'latency_mean': 2.9112601947784422, 'latency_p50': 2.8883599042892456, 'latency_p90': 3.2492212295532226}, {'batch_size': 8, 'throughput': 1.9424116862874234, 'latency_mean': 4.088979865312576, 'latency_p50': 4.094771385192871, 'latency_p90': 4.5137859106063845}, {'batch_size': 10, 'throughput': 2.0048797214444005, 'latency_mean': 4.94156253695488, 'latency_p50': 4.971997976303101, 'latency_p90': 5.594213676452637}, {'batch_size': 12, 'throughput': 2.0739769665800414, 'latency_mean': 5.739062339067459, 'latency_p50': 5.743871331214905, 'latency_p90': 6.546604490280151}, {'batch_size': 15, 'throughput': 2.093609079567057, 'latency_mean': 7.0781983828544615, 'latency_p50': 7.071534991264343, 'latency_p90': 8.11180202960968}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-4d70-fd43-linear-w01_v4
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/4d70-fd43-linear-w01
model_size: 13B
ranking_group: single
throughput_3p7s: 1.89
us_pacific_date: 2025-10-08
win_ratio: 0.5326340326340326
generation_params: {'temperature': 0.85, 'top_p': 1.0, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.08, 'frequency_penalty': 0.08, 'stopping_words': ['<|im_start|>', '\n', '</s>', '<|im_end|>', '###'], 'max_input_tokens': 1800, 'best_of': 8, 'max_output_tokens': 74}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{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-4d70-fd43-linear-w01-v4-mkmlizer
Waiting for job on chaiml-4d70-fd43-linear-w01-v4-mkmlizer to finish
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-4d70-fd43-linear-w01-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-4d70-fd43-linear-w01-v4-mkmlizer: ║                                                                     ║
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chaiml-4d70-fd43-linear-w01-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-4d70-fd43-linear-w01-v4-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-4d70-fd43-linear-w01-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-4d70-fd43-linear-w01-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-4d70-fd43-linear-w01-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-4d70-fd43-linear-w01-v4-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-4d70-fd43-linear-w01-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-4d70-fd43-linear-w01-v4-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-4d70-fd43-linear-w01-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-4d70-fd43-linear-w01-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-4d70-fd43-linear-w01-v4-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-4d70-fd43-linear-w01-v4-mkmlizer: Downloaded to shared memory in 28.545s
chaiml-4d70-fd43-linear-w01-v4-mkmlizer: Checking if ChaiML/4d70-fd43-linear-w01 already exists in ChaiML
chaiml-4d70-fd43-linear-w01-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpui7itspz, device:0
chaiml-4d70-fd43-linear-w01-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-4d70-fd43-linear-w01-v4-mkmlizer: quantized model in 143.835s
chaiml-4d70-fd43-linear-w01-v4-mkmlizer: Processed model ChaiML/4d70-fd43-linear-w01 in 172.381s
chaiml-4d70-fd43-linear-w01-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-4d70-fd43-linear-w01-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-4d70-fd43-linear-w01-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v4/nvidia
chaiml-4d70-fd43-linear-w01-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v4/nvidia/config.json
chaiml-4d70-fd43-linear-w01-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v4/nvidia/special_tokens_map.json
chaiml-4d70-fd43-linear-w01-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v4/nvidia/tokenizer_config.json
chaiml-4d70-fd43-linear-w01-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v4/nvidia/tokenizer.json
chaiml-4d70-fd43-linear-w01-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v4/nvidia/flywheel_model.0.safetensors
chaiml-4d70-fd43-linear-w01-v4-mkmlizer: 
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Job chaiml-4d70-fd43-linear-w01-v4-mkmlizer completed after 237.17s with status: succeeded
Stopping job with name chaiml-4d70-fd43-linear-w01-v4-mkmlizer
Pipeline stage MKMLizer completed in 237.73s
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-4d70-fd43-linear-w01-v4
Waiting for inference service chaiml-4d70-fd43-linear-w01-v4 to be ready
Inference service chaiml-4d70-fd43-linear-w01-v4 ready after 70.43122696876526s
Pipeline stage MKMLDeployer completed in 70.85s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.6803267002105713s
Received healthy response to inference request in 1.2383501529693604s
Received healthy response to inference request in 1.247579574584961s
Received healthy response to inference request in 1.214320421218872s
Received healthy response to inference request in 1.2286322116851807s
5 requests
0 failed requests
5th percentile: 1.2171827793121337
10th percentile: 1.2200451374053956
20th percentile: 1.225769853591919
30th percentile: 1.2305757999420166
40th percentile: 1.2344629764556885
50th percentile: 1.2383501529693604
60th percentile: 1.2420419216156007
70th percentile: 1.2457336902618408
80th percentile: 1.3341289997100831
90th percentile: 1.507227849960327
95th percentile: 1.593777275085449
99th percentile: 1.663016815185547
mean time: 1.3218418121337892
Pipeline stage StressChecker completed in 8.19s
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 0.61s
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 0.63s
Shutdown handler de-registered
chaiml-4d70-fd43-linear-w01_v4 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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2179.47s
Shutdown handler de-registered
chaiml-4d70-fd43-linear-w01_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-4d70-fd43-linear-w01_v4 status is now torndown due to DeploymentManager action