developer_uid: zonemercy
submission_id: chaiml-7b07-69d4-linear-w01_v5
model_name: test
model_group: ChaiML/7b07-69d4-linear-
status: torndown
timestamp: 2025-11-07T06:51:43+00:00
num_battles: 6542
num_wins: 3215
celo_rating: 1286.29
family_friendly_score: 0.5194
family_friendly_standard_error: 0.00706574327300391
submission_type: basic
model_repo: ChaiML/7b07-69d4-linear-w01
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.4623884301840234, 'latency_mean': 2.162556414604187, 'latency_p50': 2.1652625799179077, 'latency_p90': 2.3448391199111938}, {'batch_size': 2, 'throughput': 0.6687395948047633, 'latency_mean': 2.9905789160728453, 'latency_p50': 2.9753657579421997, 'latency_p90': 3.2460808753967285}, {'batch_size': 3, 'throughput': 0.8054434799967449, 'latency_mean': 3.7108172619342805, 'latency_p50': 3.698852062225342, 'latency_p90': 4.294390225410461}, {'batch_size': 4, 'throughput': 0.9014719540184103, 'latency_mean': 4.426004456281662, 'latency_p50': 4.41966700553894, 'latency_p90': 4.990366125106812}, {'batch_size': 5, 'throughput': 0.9550039566778259, 'latency_mean': 5.220852161645889, 'latency_p50': 5.222209811210632, 'latency_p90': 5.949403929710388}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/7b07-69d4-linear-w01
model_size: 24B
ranking_group: single
throughput_3p7s: 0.81
us_pacific_date: 2025-11-03
win_ratio: 0.4914399266279425
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['You:', '\n', '</s>', '####'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s persona: {memory}", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': 'You: {message}\n', 'response_template': '####\n{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-7b07-69d4-linear-w01-v5-mkmlizer
Waiting for job on chaiml-7b07-69d4-linear-w01-v5-mkmlizer to finish
chaiml-7b07-69d4-linear-w01-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-7b07-69d4-linear-w01-v5-mkmlizer: ║                                                                     ║
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chaiml-7b07-69d4-linear-w01-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-7b07-69d4-linear-w01-v5-mkmlizer: ║                                                                     ║
chaiml-7b07-69d4-linear-w01-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-7b07-69d4-linear-w01-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-7b07-69d4-linear-w01-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-7b07-69d4-linear-w01-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-7b07-69d4-linear-w01-v5-mkmlizer: ║                                                                     ║
chaiml-7b07-69d4-linear-w01-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-7b07-69d4-linear-w01-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-7b07-69d4-linear-w01-v5-mkmlizer: ║                                                                     ║
chaiml-7b07-69d4-linear-w01-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-7b07-69d4-linear-w01-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-7b07-69d4-linear-w01-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-7b07-69d4-linear-w01-v5-mkmlizer: ║                                                                     ║
chaiml-7b07-69d4-linear-w01-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-7b07-69d4-linear-w01-v5-mkmlizer: Downloaded to shared memory in 52.224s
chaiml-7b07-69d4-linear-w01-v5-mkmlizer: Checking if ChaiML/7b07-69d4-linear-w01 already exists in ChaiML
chaiml-7b07-69d4-linear-w01-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpcsh6543r, device:0
chaiml-7b07-69d4-linear-w01-v5-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', '')
chaiml-7b07-69d4-linear-w01-v5-mkmlizer: quantized model in 282.107s
chaiml-7b07-69d4-linear-w01-v5-mkmlizer: Processed model ChaiML/7b07-69d4-linear-w01 in 334.332s
chaiml-7b07-69d4-linear-w01-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-7b07-69d4-linear-w01-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-7b07-69d4-linear-w01-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v5/nvidia
chaiml-7b07-69d4-linear-w01-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v5/nvidia/config.json
chaiml-7b07-69d4-linear-w01-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v5/nvidia/special_tokens_map.json
chaiml-7b07-69d4-linear-w01-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v5/nvidia/tokenizer_config.json
chaiml-7b07-69d4-linear-w01-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v5/nvidia/tokenizer.json
chaiml-7b07-69d4-linear-w01-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v5/nvidia/flywheel_model.1.safetensors
chaiml-7b07-69d4-linear-w01-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v5/nvidia/flywheel_model.0.safetensors
chaiml-7b07-69d4-linear-w01-v5-mkmlizer: 
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Job chaiml-7b07-69d4-linear-w01-v5-mkmlizer completed after 378.06s with status: succeeded
Stopping job with name chaiml-7b07-69d4-linear-w01-v5-mkmlizer
Pipeline stage MKMLizer completed in 378.60s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.19s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-7b07-69d4-linear-w01-v5
Waiting for inference service chaiml-7b07-69d4-linear-w01-v5 to be ready
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 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', '')
Inference service chaiml-7b07-69d4-linear-w01-v5 ready after 140.48993945121765s
Pipeline stage MKMLDeployer completed in 141.52s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.064269542694092s
Received healthy response to inference request in 1.7099952697753906s
Received healthy response to inference request in 1.7508084774017334s
Received healthy response to inference request in 1.666335105895996s
Received healthy response to inference request in 1.773151159286499s
5 requests
0 failed requests
5th percentile: 1.675067138671875
10th percentile: 1.6837991714477538
20th percentile: 1.7012632369995118
30th percentile: 1.718157911300659
40th percentile: 1.7344831943511962
50th percentile: 1.7508084774017334
60th percentile: 1.7597455501556396
70th percentile: 1.7686826229095458
80th percentile: 1.8313748359680175
90th percentile: 1.9478221893310548
95th percentile: 2.006045866012573
99th percentile: 2.052624807357788
mean time: 1.792911911010742
Pipeline stage StressChecker completed in 10.72s
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 0.72s
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 0.67s
Shutdown handler de-registered
chaiml-7b07-69d4-linear-w01_v5 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 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-7b07-69d4-linear-w01-v5-profiler
Waiting for inference service chaiml-7b07-69d4-linear-w01-v5-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 2791.79s
Shutdown handler de-registered
chaiml-7b07-69d4-linear-w01_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-7b07-69d4-linear-w01_v5 status is now torndown due to DeploymentManager action