chaiml-7b07-69d4-linear-w01

developer_uid: zonemercy
submission_id: chaiml-7b07-69d4-linear-w01_v10
model_name: test
model_group: ChaiML/7b07-69d4-linear-
status: torndown
timestamp: 2025-11-09T01:51:21+00:00
num_battles: 5444
num_wins: 2719
celo_rating: 1302.77
family_friendly_score: 0.5126
family_friendly_standard_error: 0.007068822249851809
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': 0.45666297488561264, 'latency_mean': 2.1896846222877504, 'latency_p50': 2.1965450048446655, 'latency_p90': 2.387693405151367}, {'batch_size': 2, 'throughput': 0.6679136058086118, 'latency_mean': 2.983974096775055, 'latency_p50': 2.9741549491882324, 'latency_p90': 3.24730327129364}, {'batch_size': 3, 'throughput': 0.8077711154811494, 'latency_mean': 3.7038060212135315, 'latency_p50': 3.7190144062042236, 'latency_p90': 4.24142997264862}, {'batch_size': 4, 'throughput': 0.9039430508705552, 'latency_mean': 4.41510984659195, 'latency_p50': 4.399770259857178, 'latency_p90': 5.12285430431366}, {'batch_size': 5, 'throughput': 0.9549084185064116, 'latency_mean': 5.223677444458008, 'latency_p50': 5.213905215263367, 'latency_p90': 6.016644883155823}]
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: 2025-11-05
win_ratio: 0.4994489346069067
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-v10-mkmlizer
Waiting for job on chaiml-7b07-69d4-linear-w01-v10-mkmlizer to finish
chaiml-7b07-69d4-linear-w01-v10-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-7b07-69d4-linear-w01-v10-mkmlizer: ║                                                                     ║
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chaiml-7b07-69d4-linear-w01-v10-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-7b07-69d4-linear-w01-v10-mkmlizer: ║                                                                     ║
chaiml-7b07-69d4-linear-w01-v10-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-7b07-69d4-linear-w01-v10-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-7b07-69d4-linear-w01-v10-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-7b07-69d4-linear-w01-v10-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-7b07-69d4-linear-w01-v10-mkmlizer: ║                                                                     ║
chaiml-7b07-69d4-linear-w01-v10-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-7b07-69d4-linear-w01-v10-mkmlizer: ║  belonging to:                                                      ║
chaiml-7b07-69d4-linear-w01-v10-mkmlizer: ║                                                                     ║
chaiml-7b07-69d4-linear-w01-v10-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-7b07-69d4-linear-w01-v10-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-7b07-69d4-linear-w01-v10-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-7b07-69d4-linear-w01-v10-mkmlizer: ║                                                                     ║
chaiml-7b07-69d4-linear-w01-v10-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-7b07-69d4-linear-w01-v10-mkmlizer: Downloaded to shared memory in 44.219s
chaiml-7b07-69d4-linear-w01-v10-mkmlizer: Checking if ChaiML/7b07-69d4-linear-w01 already exists in ChaiML
chaiml-7b07-69d4-linear-w01-v10-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpi8p89_mb, device:0
chaiml-7b07-69d4-linear-w01-v10-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-7b07-69d4-linear-w01-v10-mkmlizer: quantized model in 281.821s
chaiml-7b07-69d4-linear-w01-v10-mkmlizer: Processed model ChaiML/7b07-69d4-linear-w01 in 326.040s
chaiml-7b07-69d4-linear-w01-v10-mkmlizer: creating bucket guanaco-mkml-models
chaiml-7b07-69d4-linear-w01-v10-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-7b07-69d4-linear-w01-v10-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v10/nvidia
chaiml-7b07-69d4-linear-w01-v10-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v10/nvidia/config.json
chaiml-7b07-69d4-linear-w01-v10-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v10/nvidia/special_tokens_map.json
chaiml-7b07-69d4-linear-w01-v10-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v10/nvidia/tokenizer_config.json
chaiml-7b07-69d4-linear-w01-v10-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v10/nvidia/tokenizer.json
chaiml-7b07-69d4-linear-w01-v10-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v10/nvidia/flywheel_model.1.safetensors
chaiml-7b07-69d4-linear-w01-v10-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v10/nvidia/flywheel_model.0.safetensors
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Job chaiml-7b07-69d4-linear-w01-v10-mkmlizer completed after 429.1s with status: succeeded
Stopping job with name chaiml-7b07-69d4-linear-w01-v10-mkmlizer
Pipeline stage MKMLizer completed in 429.69s
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-7b07-69d4-linear-w01-v10
Waiting for inference service chaiml-7b07-69d4-linear-w01-v10 to be ready
Inference service chaiml-7b07-69d4-linear-w01-v10 ready after 140.96066451072693s
Pipeline stage MKMLDeployer completed in 141.90s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1041948795318604s
Received healthy response to inference request in 1.9390065670013428s
Received healthy response to inference request in 1.7186620235443115s
Received healthy response to inference request in 2.122941732406616s
Received healthy response to inference request in 2.1225996017456055s
5 requests
0 failed requests
5th percentile: 1.7627309322357179
10th percentile: 1.806799840927124
20th percentile: 1.8949376583099364
30th percentile: 1.9720442295074463
40th percentile: 2.0381195545196533
50th percentile: 2.1041948795318604
60th percentile: 2.1115567684173584
70th percentile: 2.1189186573028564
80th percentile: 2.1226680278778076
90th percentile: 2.122804880142212
95th percentile: 2.122873306274414
99th percentile: 2.1229280471801757
mean time: 2.001480960845947
Pipeline stage StressChecker completed in 11.69s
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 0.69s
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_v10 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 0.11s
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-7b07-69d4-linear-w01-v10-profiler
Waiting for inference service chaiml-7b07-69d4-linear-w01-v10-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 2851.33s
Shutdown handler de-registered
chaiml-7b07-69d4-linear-w01_v10 status is now inactive due to auto deactivation removed underperforming models
chaiml-7b07-69d4-linear-w01_v10 status is now torndown due to DeploymentManager action