chaiml-4d70-fd43-linear-w01

developer_uid: zonemercy
submission_id: chaiml-4d70-fd43-linear-w01_v13
model_name: test
model_group: ChaiML/4d70-fd43-linear-
status: torndown
timestamp: 2025-11-15T22:26:30+00:00
num_battles: 6103
num_wins: 3218
celo_rating: 1303.46
family_friendly_score: 0.5152
family_friendly_standard_error: 0.007067799657602075
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': 0.7257051598188906, 'latency_mean': 1.3778751301765442, 'latency_p50': 1.38369619846344, 'latency_p90': 1.4935462474822998}, {'batch_size': 4, 'throughput': 1.6093626315174652, 'latency_mean': 2.478549766540527, 'latency_p50': 2.4701448678970337, 'latency_p90': 2.7243514537811278}, {'batch_size': 5, 'throughput': 1.725319873034793, 'latency_mean': 2.8865165853500367, 'latency_p50': 2.9098039865493774, 'latency_p90': 3.17060444355011}, {'batch_size': 8, 'throughput': 1.967194950770739, 'latency_mean': 4.038985664844513, 'latency_p50': 4.041690468788147, 'latency_p90': 4.502839970588684}, {'batch_size': 10, 'throughput': 2.0395799308657803, 'latency_mean': 4.872075662612915, 'latency_p50': 4.871814489364624, 'latency_p90': 5.526760601997376}, {'batch_size': 12, 'throughput': 2.0749040026367873, 'latency_mean': 5.720458371639252, 'latency_p50': 5.819808602333069, 'latency_p90': 6.480343437194824}, {'batch_size': 15, 'throughput': 2.143763441186668, 'latency_mean': 6.934240562915802, 'latency_p50': 6.903618812561035, 'latency_p90': 7.884440612792969}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
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: 1.92
us_pacific_date: 2025-11-12
win_ratio: 0.5272816647550385
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': ['###', '\n', '</s>', '<|im_start|>', '<|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-v13-mkmlizer
Waiting for job on chaiml-4d70-fd43-linear-w01-v13-mkmlizer to finish
chaiml-4d70-fd43-linear-w01-v13-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-4d70-fd43-linear-w01-v13-mkmlizer: ║                                                                     ║
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chaiml-4d70-fd43-linear-w01-v13-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-4d70-fd43-linear-w01-v13-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v13-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-4d70-fd43-linear-w01-v13-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-4d70-fd43-linear-w01-v13-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-4d70-fd43-linear-w01-v13-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-4d70-fd43-linear-w01-v13-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v13-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-4d70-fd43-linear-w01-v13-mkmlizer: ║  belonging to:                                                      ║
chaiml-4d70-fd43-linear-w01-v13-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v13-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-4d70-fd43-linear-w01-v13-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-4d70-fd43-linear-w01-v13-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-4d70-fd43-linear-w01-v13-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v13-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-4d70-fd43-linear-w01-v13-mkmlizer: Downloaded to shared memory in 28.140s
chaiml-4d70-fd43-linear-w01-v13-mkmlizer: Checking if ChaiML/4d70-fd43-linear-w01 already exists in ChaiML
chaiml-4d70-fd43-linear-w01-v13-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpefxpxdx2, device:0
chaiml-4d70-fd43-linear-w01-v13-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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', '')
Failed to get response for submission chaiml-ca18-c13f-linear-w01_v9: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-ca18-c13f-linear-w01_v9/predict', '{"detail":"503, message=\'Attempt to decode JSON with unexpected mimetype: text/plain\', url=\'http://10.7.211.38:8080/models/chaiml-ca18-c13f-linear-w01_v9/predict\'"}')
chaiml-4d70-fd43-linear-w01-v13-mkmlizer: quantized model in 145.093s
chaiml-4d70-fd43-linear-w01-v13-mkmlizer: Processed model ChaiML/4d70-fd43-linear-w01 in 173.233s
chaiml-4d70-fd43-linear-w01-v13-mkmlizer: creating bucket guanaco-mkml-models
chaiml-4d70-fd43-linear-w01-v13-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-4d70-fd43-linear-w01-v13-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v13/nvidia
chaiml-4d70-fd43-linear-w01-v13-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v13/nvidia/config.json
chaiml-4d70-fd43-linear-w01-v13-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v13/nvidia/special_tokens_map.json
chaiml-4d70-fd43-linear-w01-v13-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v13/nvidia/tokenizer_config.json
chaiml-4d70-fd43-linear-w01-v13-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v13/nvidia/tokenizer.json
Failed to get response for submission chaiml-safety-grpo-2025_50335_v5: ('http://chaiml-safety-grpo-2025-50335-v5-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:42904->127.0.0.1:8080: read: connection reset by peer\n')
chaiml-4d70-fd43-linear-w01-v13-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v13/nvidia/flywheel_model.0.safetensors
chaiml-4d70-fd43-linear-w01-v13-mkmlizer: 
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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', '')
Job chaiml-4d70-fd43-linear-w01-v13-mkmlizer completed after 218.32s with status: succeeded
Stopping job with name chaiml-4d70-fd43-linear-w01-v13-mkmlizer
Pipeline stage MKMLizer completed in 218.98s
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-v13
Waiting for inference service chaiml-4d70-fd43-linear-w01-v13 to be ready
Inference service chaiml-4d70-fd43-linear-w01-v13 ready after 140.7941608428955s
Pipeline stage MKMLDeployer completed in 141.41s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.6371245384216309s
Received healthy response to inference request in 1.5792458057403564s
Received healthy response to inference request in 1.242177963256836s
Received healthy response to inference request in 1.4197900295257568s
Received healthy response to inference request in 1.5126745700836182s
5 requests
0 failed requests
5th percentile: 1.27770037651062
10th percentile: 1.3132227897644042
20th percentile: 1.3842676162719727
30th percentile: 1.4383669376373291
40th percentile: 1.4755207538604735
50th percentile: 1.5126745700836182
60th percentile: 1.5393030643463135
70th percentile: 1.5659315586090088
80th percentile: 1.5908215522766114
90th percentile: 1.613973045349121
95th percentile: 1.625548791885376
99th percentile: 1.6348093891143798
mean time: 1.4782025814056396
Pipeline stage StressChecker completed in 8.73s
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 1.08s
Shutdown handler de-registered
chaiml-4d70-fd43-linear-w01_v13 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 2477.81s
Shutdown handler de-registered
chaiml-4d70-fd43-linear-w01_v13 status is now inactive due to auto deactivation removed underperforming models
chaiml-4d70-fd43-linear-w01_v13 status is now torndown due to DeploymentManager action