chaiml-7b07-6970-linear-w01

developer_uid: zonemercy
submission_id: chaiml-7b07-6970-linear-w01_v1
model_name: chaiml-7b07-6970-linear-w01_v1
model_group: ChaiML/7b07-6970-linear-
status: torndown
timestamp: 2025-10-05T23:12:13+00:00
num_battles: 5202
num_wins: 2613
celo_rating: 1287.91
family_friendly_score: 0.5038
family_friendly_standard_error: 0.007070863596478156
submission_type: basic
model_repo: ChaiML/7b07-6970-linear-w01
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 6
max_input_tokens: 1440
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5061395432509671, 'latency_mean': 1.9756384456157685, 'latency_p50': 1.9712711572647095, 'latency_p90': 2.173301029205322}, {'batch_size': 3, 'throughput': 0.9734235457495912, 'latency_mean': 3.0705346512794494, 'latency_p50': 3.06883442401886, 'latency_p90': 3.4281681060791014}, {'batch_size': 5, 'throughput': 1.2259263251366268, 'latency_mean': 4.0514479410648345, 'latency_p50': 4.059219598770142, 'latency_p90': 4.642106127738953}, {'batch_size': 6, 'throughput': 1.2997215632047419, 'latency_mean': 4.599412685632705, 'latency_p50': 4.566094994544983, 'latency_p90': 5.261874675750732}, {'batch_size': 8, 'throughput': 1.41492908732713, 'latency_mean': 5.603581467866897, 'latency_p50': 5.581568121910095, 'latency_p90': 6.681772780418396}, {'batch_size': 10, 'throughput': 1.4716318943073248, 'latency_mean': 6.748686100244522, 'latency_p50': 6.764158487319946, 'latency_p90': 7.635277342796326}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-7b07-6970-linear-w01_v1
is_internal_developer: True
language_model: ChaiML/7b07-6970-linear-w01
model_size: 24B
ranking_group: single
throughput_3p7s: 1.16
us_pacific_date: 2025-10-05
win_ratio: 0.5023068050749712
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.1, 'frequency_penalty': 0.1, 'stopping_words': ['####\n', 'You:', '</s>', '####', '\n'], 'max_input_tokens': 1440, 'best_of': 6, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}</s>\n', 'user_template': 'You: {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-7b07-6970-linear-w01-v1-mkmlizer
Waiting for job on chaiml-7b07-6970-linear-w01-v1-mkmlizer to finish
chaiml-7b07-6970-linear-w01-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-7b07-6970-linear-w01-v1-mkmlizer: ║                                                                     ║
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chaiml-7b07-6970-linear-w01-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-7b07-6970-linear-w01-v1-mkmlizer: ║                                                                     ║
chaiml-7b07-6970-linear-w01-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-7b07-6970-linear-w01-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-7b07-6970-linear-w01-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-7b07-6970-linear-w01-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-7b07-6970-linear-w01-v1-mkmlizer: ║                                                                     ║
chaiml-7b07-6970-linear-w01-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-7b07-6970-linear-w01-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-7b07-6970-linear-w01-v1-mkmlizer: ║                                                                     ║
chaiml-7b07-6970-linear-w01-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-7b07-6970-linear-w01-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-7b07-6970-linear-w01-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-7b07-6970-linear-w01-v1-mkmlizer: ║                                                                     ║
chaiml-7b07-6970-linear-w01-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-7b07-6970-linear-w01-v1-mkmlizer: Downloaded to shared memory in 53.299s
chaiml-7b07-6970-linear-w01-v1-mkmlizer: Checking if ChaiML/7b07-6970-linear-w01 already exists in ChaiML
chaiml-7b07-6970-linear-w01-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpif35bzm1, device:0
chaiml-7b07-6970-linear-w01-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-7b07-6970-linear-w01-v1-mkmlizer: quantized model in 280.916s
chaiml-7b07-6970-linear-w01-v1-mkmlizer: Processed model ChaiML/7b07-6970-linear-w01 in 334.215s
chaiml-7b07-6970-linear-w01-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-7b07-6970-linear-w01-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-7b07-6970-linear-w01-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-7b07-6970-linear-w01-v1/nvidia
chaiml-7b07-6970-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-7b07-6970-linear-w01-v1/nvidia/config.json
chaiml-7b07-6970-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-7b07-6970-linear-w01-v1/nvidia/special_tokens_map.json
chaiml-7b07-6970-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-7b07-6970-linear-w01-v1/nvidia/tokenizer_config.json
chaiml-7b07-6970-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-7b07-6970-linear-w01-v1/nvidia/tokenizer.json
chaiml-7b07-6970-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-7b07-6970-linear-w01-v1/nvidia/flywheel_model.1.safetensors
chaiml-7b07-6970-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-7b07-6970-linear-w01-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-7b07-6970-linear-w01-v1-mkmlizer completed after 490.29s with status: succeeded
Stopping job with name chaiml-7b07-6970-linear-w01-v1-mkmlizer
Pipeline stage MKMLizer completed in 490.77s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-7b07-6970-linear-w01-v1
Waiting for inference service chaiml-7b07-6970-linear-w01-v1 to be ready
Inference service chaiml-7b07-6970-linear-w01-v1 ready after 60.29874086380005s
Pipeline stage MKMLDeployer completed in 62.33s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.7763359546661377s
Received healthy response to inference request in 1.6659400463104248s
Received healthy response to inference request in 1.7073771953582764s
Received healthy response to inference request in 1.724797010421753s
Received healthy response to inference request in 1.7506840229034424s
5 requests
0 failed requests
5th percentile: 1.6742274761199951
10th percentile: 1.6825149059295654
20th percentile: 1.699089765548706
30th percentile: 1.7108611583709716
40th percentile: 1.7178290843963624
50th percentile: 1.724797010421753
60th percentile: 1.7351518154144288
70th percentile: 1.7455066204071046
80th percentile: 1.9558144092559817
90th percentile: 2.3660751819610595
95th percentile: 2.5712055683135984
99th percentile: 2.73530987739563
mean time: 1.9250268459320068
Pipeline stage StressChecker completed in 11.05s
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 0.63s
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 0.68s
Shutdown handler de-registered
chaiml-7b07-6970-linear-w01_v1 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 2574.90s
Shutdown handler de-registered
chaiml-7b07-6970-linear-w01_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-7b07-6970-linear-w01_v1 status is now torndown due to DeploymentManager action