developer_uid: bogoconic1
submission_id: chaiml-gy-exp126-dpo-ex_77990_v4
model_name: chaiml-gy-exp126-dpo-ex_77990_v4
model_group: ChaiML/gy-exp126-dpo-exp
status: torndown
timestamp: 2025-07-09T05:42:27+00:00
num_battles: 6679
num_wins: 3564
celo_rating: 1320.65
family_friendly_score: 0.49360000000000004
family_friendly_standard_error: 0.007070488526261817
submission_type: basic
model_repo: ChaiML/gy-exp126-dpo-exp54ep6s2-exp122data-ep2
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5230330955201021, 'latency_mean': 1.9118034195899964, 'latency_p50': 1.9138113260269165, 'latency_p90': 2.1226339817047117}, {'batch_size': 3, 'throughput': 1.0513707287009781, 'latency_mean': 2.8435426855087282, 'latency_p50': 2.8146926164627075, 'latency_p90': 3.1679919958114624}, {'batch_size': 5, 'throughput': 1.3199340055655386, 'latency_mean': 3.768215184211731, 'latency_p50': 3.782811164855957, 'latency_p90': 4.144350218772888}, {'batch_size': 6, 'throughput': 1.4205680262658418, 'latency_mean': 4.191660243272781, 'latency_p50': 4.183359742164612, 'latency_p90': 4.768650841712952}, {'batch_size': 8, 'throughput': 1.5668157972446737, 'latency_mean': 5.061341466903687, 'latency_p50': 5.0937992334365845, 'latency_p90': 5.689271068572998}, {'batch_size': 10, 'throughput': 1.6395405694531793, 'latency_mean': 6.045518246889114, 'latency_p50': 5.994519591331482, 'latency_p90': 6.8946809530258175}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: chaiml-gy-exp126-dpo-ex_77990_v4
is_internal_developer: False
language_model: ChaiML/gy-exp126-dpo-exp54ep6s2-exp122data-ep2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.31
us_pacific_date: 2025-07-08
win_ratio: 0.5336128162898638
generation_params: {'temperature': 0.6, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['\n', '<|im_start|>', '<|im_end|>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|system|>Family Friendly{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', '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-gy-exp126-dpo-ex-77990-v4-mkmlizer
Waiting for job on chaiml-gy-exp126-dpo-ex-77990-v4-mkmlizer to finish
chaiml-gy-exp126-dpo-ex-77990-v4-mkmlizer: Downloaded to shared memory in 66.485s
chaiml-gy-exp126-dpo-ex-77990-v4-mkmlizer: Checking if ChaiML/gy-exp126-dpo-exp54ep6s2-exp122data-ep2 already exists in ChaiML
chaiml-gy-exp126-dpo-ex-77990-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp6julmbn9, device:0
chaiml-gy-exp126-dpo-ex-77990-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-gy-exp126-dpo-ex-77990-v4-mkmlizer: quantized model in 49.788s
chaiml-gy-exp126-dpo-ex-77990-v4-mkmlizer: Processed model ChaiML/gy-exp126-dpo-exp54ep6s2-exp122data-ep2 in 116.274s
chaiml-gy-exp126-dpo-ex-77990-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-gy-exp126-dpo-ex-77990-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-gy-exp126-dpo-ex-77990-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-gy-exp126-dpo-ex-77990-v4/nvidia
chaiml-gy-exp126-dpo-ex-77990-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-gy-exp126-dpo-ex-77990-v4/nvidia/config.json
chaiml-gy-exp126-dpo-ex-77990-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-gy-exp126-dpo-ex-77990-v4/nvidia/special_tokens_map.json
chaiml-gy-exp126-dpo-ex-77990-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-gy-exp126-dpo-ex-77990-v4/nvidia/tokenizer_config.json
chaiml-gy-exp126-dpo-ex-77990-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-gy-exp126-dpo-ex-77990-v4/nvidia/tokenizer.json
chaiml-gy-exp126-dpo-ex-77990-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-gy-exp126-dpo-ex-77990-v4/nvidia/flywheel_model.1.safetensors
chaiml-gy-exp126-dpo-ex-77990-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-gy-exp126-dpo-ex-77990-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-gy-exp126-dpo-ex-77990-v4-mkmlizer completed after 155.89s with status: succeeded
Stopping job with name chaiml-gy-exp126-dpo-ex-77990-v4-mkmlizer
Pipeline stage MKMLizer completed in 156.41s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.19s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-gy-exp126-dpo-ex-77990-v4
Waiting for inference service chaiml-gy-exp126-dpo-ex-77990-v4 to be ready
Inference service chaiml-gy-exp126-dpo-ex-77990-v4 ready after 191.55078530311584s
Pipeline stage MKMLDeployer completed in 192.19s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.7293975353240967s
Received healthy response to inference request in 2.627229690551758s
Received healthy response to inference request in 2.0902247428894043s
Received healthy response to inference request in 2.0029847621917725s
5 requests
1 failed requests
5th percentile: 2.0204327583312987
10th percentile: 2.0378807544708253
20th percentile: 2.072776746749878
30th percentile: 2.197625732421875
40th percentile: 2.4124277114868162
50th percentile: 2.627229690551758
60th percentile: 2.668096828460693
70th percentile: 2.708963966369629
80th percentile: 6.212814092636112
90th percentile: 13.179647207260134
95th percentile: 16.66306376457214
99th percentile: 19.44979701042175
mean time: 5.919263410568237
%s, retrying in %s seconds...
Received healthy response to inference request in 2.0973877906799316s
Received healthy response to inference request in 1.8123478889465332s
Received healthy response to inference request in 1.8494949340820312s
Received healthy response to inference request in 2.235320568084717s
Received healthy response to inference request in 1.856834888458252s
5 requests
0 failed requests
5th percentile: 1.8197772979736329
10th percentile: 1.8272067070007325
20th percentile: 1.8420655250549316
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40th percentile: 1.8538989067077636
50th percentile: 1.856834888458252
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70th percentile: 2.0492772102355956
80th percentile: 2.1249743461608888
90th percentile: 2.1801474571228026
95th percentile: 2.2077340126037597
99th percentile: 2.2298032569885256
mean time: 1.9702772140502929
Pipeline stage StressChecker completed in 41.97s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.64s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.67s
Shutdown handler de-registered
chaiml-gy-exp126-dpo-ex_77990_v4 status is now deployed due to DeploymentManager action
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Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
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Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-gy-exp126-dpo-ex-77990-v4-profiler
Waiting for inference service chaiml-gy-exp126-dpo-ex-77990-v4-profiler to be ready
Shutdown handler registered
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3921.84s
Shutdown handler de-registered
chaiml-gy-exp126-dpo-ex_77990_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-gy-exp126-dpo-ex_77990_v4 status is now torndown due to DeploymentManager action