chaiml-csfs-v3-3-dpo-lr_86358

developer_uid: zonemercy
submission_id: chaiml-csfs-v3-3-dpo-lr_86358_v6
model_name: test
model_group: ChaiML/csfs-v3-3-dpo-lr5
status: inactive
timestamp: 2025-11-23T10:50:45+00:00
num_battles: 8162
num_wins: 4060
celo_rating: 1293.95
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/csfs-v3-3-dpo-lr5e6b01-lora
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': 0.4659872310899096, 'latency_mean': 2.1458851516246797, 'latency_p50': 2.1419841051101685, 'latency_p90': 2.332033896446228}, {'batch_size': 2, 'throughput': 0.6796603196657238, 'latency_mean': 2.940000157356262, 'latency_p50': 2.9372427463531494, 'latency_p90': 3.195768189430237}, {'batch_size': 3, 'throughput': 0.8183245158363904, 'latency_mean': 3.6557990384101866, 'latency_p50': 3.6690077781677246, 'latency_p90': 4.063333415985107}, {'batch_size': 4, 'throughput': 0.919178982086545, 'latency_mean': 4.329373089075088, 'latency_p50': 4.319418787956238, 'latency_p90': 4.898921465873718}, {'batch_size': 5, 'throughput': 0.9671258158755863, 'latency_mean': 5.142287304401398, 'latency_p50': 5.186225771903992, 'latency_p90': 5.848127722740173}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/csfs-v3-3-dpo-lr5e6b01-lora
model_size: 24B
ranking_group: single
throughput_3p7s: 0.83
us_pacific_date: 2025-11-23
win_ratio: 0.4974271012006861
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': ['\n', 'You:', '####', '</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
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Starting job with name chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer
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Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Waiting for job on chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer to finish
chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer: ║                                                                     ║
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chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer: ║  belonging to:                                                      ║
chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer: Downloaded to shared memory in 60.465s
chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer: Checking if ChaiML/csfs-v3-3-dpo-lr5e6b01-lora already exists in ChaiML
chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp3g04dfkl, device:0
chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer: quantized model in 314.954s
chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer: Processed model ChaiML/csfs-v3-3-dpo-lr5e6b01-lora in 375.420s
chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer: creating bucket guanaco-mkml-models
chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-lr-86358-v6/nvidia
chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-lr-86358-v6/nvidia/config.json
chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-lr-86358-v6/nvidia/special_tokens_map.json
chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-lr-86358-v6/nvidia/tokenizer_config.json
chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-lr-86358-v6/nvidia/tokenizer.json
chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-lr-86358-v6/nvidia/flywheel_model.1.safetensors
chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-lr-86358-v6/nvidia/flywheel_model.0.safetensors
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Job chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer completed after 427.68s with status: succeeded
Stopping job with name chaiml-csfs-v3-3-dpo-lr-86358-v6-mkmlizer
Pipeline stage MKMLizer completed in 428.48s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-csfs-v3-3-dpo-lr-86358-v6
Waiting for inference service chaiml-csfs-v3-3-dpo-lr-86358-v6 to be ready
Failed to get response for submission blend_jotik_2025-11-05: ('http://chaiml-llama31-mer-v2-t-44570-v4-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:60650->127.0.0.1:8080: read: connection reset by peer\n')
Inference service chaiml-csfs-v3-3-dpo-lr-86358-v6 ready after 140.5113971233368s
Pipeline stage MKMLDeployer completed in 141.06s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.178025007247925s
Received healthy response to inference request in 1.9694910049438477s
Received healthy response to inference request in 1.6406700611114502s
Received healthy response to inference request in 1.9116063117980957s
Received healthy response to inference request in 1.7042436599731445s
5 requests
0 failed requests
5th percentile: 1.6533847808837892
10th percentile: 1.6660995006561279
20th percentile: 1.6915289402008056
30th percentile: 1.7457161903381349
40th percentile: 1.8286612510681153
50th percentile: 1.9116063117980957
60th percentile: 1.9347601890563966
70th percentile: 1.9579140663146972
80th percentile: 2.011197805404663
90th percentile: 2.094611406326294
95th percentile: 2.1363182067871094
99th percentile: 2.169683647155762
mean time: 1.8808072090148926
Pipeline stage StressChecker completed in 11.26s
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 1.00s
Shutdown handler de-registered
chaiml-csfs-v3-3-dpo-lr_86358_v6 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-csfs-v3-3-dpo-lr-86358-v6-profiler
Waiting for inference service chaiml-csfs-v3-3-dpo-lr-86358-v6-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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5179.21s
Shutdown handler de-registered