developer_uid: azuruce
submission_id: chaiml-albert-dpo-0912-v_2353_v2
model_name: edit-dpo-ai-improved
model_group: ChaiML/albert_dpo_0912_v
status: torndown
timestamp: 2024-09-15T05:22:48+00:00
num_battles: 12983
num_wins: 4768
celo_rating: 1154.07
family_friendly_score: 0.0
submission_type: basic
model_repo: ChaiML/albert_dpo_0912_virgo_edit_improved
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6180716303768305, 'latency_mean': 1.6178696691989898, 'latency_p50': 1.6212959289550781, 'latency_p90': 1.7784839630126952}, {'batch_size': 3, 'throughput': 1.0883270940543908, 'latency_mean': 2.7433103585243224, 'latency_p50': 2.7509946823120117, 'latency_p90': 3.0505160808563234}, {'batch_size': 5, 'throughput': 1.242281638869937, 'latency_mean': 4.010329961776733, 'latency_p50': 4.032341837882996, 'latency_p90': 4.47563145160675}, {'batch_size': 6, 'throughput': 1.2731546857563902, 'latency_mean': 4.684474660158157, 'latency_p50': 4.736502647399902, 'latency_p90': 5.241850566864014}, {'batch_size': 8, 'throughput': 1.2397449209596936, 'latency_mean': 6.415907999277115, 'latency_p50': 6.401788234710693, 'latency_p90': 7.318530511856079}, {'batch_size': 10, 'throughput': 1.223454807192422, 'latency_mean': 8.124819712638855, 'latency_p50': 8.1539808511734, 'latency_p90': 9.292541790008546}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: edit-dpo-ai-improved
is_internal_developer: True
language_model: ChaiML/albert_dpo_0912_virgo_edit_improved
model_size: 13B
ranking_group: single
throughput_3p7s: 1.22
us_pacific_date: 2024-09-14
win_ratio: 0.3672494800893476
generation_params: {'temperature': 0.9, 'top_p': 1.0, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>', '###', 'Bot:', 'User:', 'You:', '<|im_end|>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
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Running pipeline stage MKMLizer
Starting job with name chaiml-albert-dpo-0912-v-2353-v2-mkmlizer
Waiting for job on chaiml-albert-dpo-0912-v-2353-v2-mkmlizer to finish
chaiml-albert-dpo-0912-v-2353-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-albert-dpo-0912-v-2353-v2-mkmlizer: ║ _____ __ __ ║
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chaiml-albert-dpo-0912-v-2353-v2-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
chaiml-albert-dpo-0912-v-2353-v2-mkmlizer: ║ /___/ ║
chaiml-albert-dpo-0912-v-2353-v2-mkmlizer: ║ ║
chaiml-albert-dpo-0912-v-2353-v2-mkmlizer: ║ Version: 0.10.1 ║
chaiml-albert-dpo-0912-v-2353-v2-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
chaiml-albert-dpo-0912-v-2353-v2-mkmlizer: ║ https://mk1.ai ║
chaiml-albert-dpo-0912-v-2353-v2-mkmlizer: ║ ║
chaiml-albert-dpo-0912-v-2353-v2-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-albert-dpo-0912-v-2353-v2-mkmlizer: ║ belonging to: ║
chaiml-albert-dpo-0912-v-2353-v2-mkmlizer: ║ ║
chaiml-albert-dpo-0912-v-2353-v2-mkmlizer: ║ Chai Research Corp. ║
chaiml-albert-dpo-0912-v-2353-v2-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-albert-dpo-0912-v-2353-v2-mkmlizer: ║ Expiration: 2024-10-15 23:59:59 ║
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chaiml-albert-dpo-0912-v-2353-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission blend_hokok_2024-09-09: ('http://neversleep-noromaid-v0-8068-v150-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
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chaiml-albert-dpo-0912-v-2353-v2-mkmlizer: Downloaded to shared memory in 69.691s
chaiml-albert-dpo-0912-v-2353-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp5shjlma4, device:0
chaiml-albert-dpo-0912-v-2353-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-albert-dpo-0912-v-2353-v2-mkmlizer: quantized model in 40.009s
chaiml-albert-dpo-0912-v-2353-v2-mkmlizer: Processed model ChaiML/albert_dpo_0912_virgo_edit_improved in 109.701s
chaiml-albert-dpo-0912-v-2353-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-albert-dpo-0912-v-2353-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-albert-dpo-0912-v-2353-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-2353-v2
chaiml-albert-dpo-0912-v-2353-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-2353-v2/config.json
chaiml-albert-dpo-0912-v-2353-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-2353-v2/special_tokens_map.json
chaiml-albert-dpo-0912-v-2353-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-2353-v2/tokenizer_config.json
chaiml-albert-dpo-0912-v-2353-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-2353-v2/tokenizer.json
chaiml-albert-dpo-0912-v-2353-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-2353-v2/flywheel_model.0.safetensors
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Job chaiml-albert-dpo-0912-v-2353-v2-mkmlizer completed after 136.59s with status: succeeded
Stopping job with name chaiml-albert-dpo-0912-v-2353-v2-mkmlizer
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Creating inference service chaiml-albert-dpo-0912-v-2353-v2
Waiting for inference service chaiml-albert-dpo-0912-v-2353-v2 to be ready
Failed to get response for submission blend_hokok_2024-09-09: ('http://neversleep-noromaid-v0-8068-v150-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
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Failed to get response for submission blend_hokok_2024-09-09: ('http://neversleep-noromaid-v0-8068-v150-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
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Failed to get response for submission blend_hokok_2024-09-09: ('http://neversleep-noromaid-v0-8068-v150-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Inference service chaiml-albert-dpo-0912-v-2353-v2 ready after 160.67720246315002s
Pipeline stage MKMLDeployer completed in 161.07s
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Received healthy response to inference request in 2.9048452377319336s
Received healthy response to inference request in 2.044779062271118s
Received healthy response to inference request in 1.117690086364746s
Received healthy response to inference request in 1.161142110824585s
Received healthy response to inference request in 1.2817420959472656s
5 requests
0 failed requests
5th percentile: 1.126380491256714
10th percentile: 1.1350708961486817
20th percentile: 1.1524517059326171
30th percentile: 1.185262107849121
40th percentile: 1.2335021018981933
50th percentile: 1.2817420959472656
60th percentile: 1.5869568824768066
70th percentile: 1.8921716690063475
80th percentile: 2.2167922973632814
90th percentile: 2.5608187675476075
95th percentile: 2.7328320026397703
99th percentile: 2.870442590713501
mean time: 1.7020397186279297
Pipeline stage StressChecker completed in 9.49s
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-albert-dpo-0996098f8cd72bed8247a7c464cae7c6c9-deploq5fk7:/code/chaiverse_profiler_1726378297 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-albert-dpo-0996098f8cd72bed8247a7c464cae7c6c9-deploq5fk7 --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726378297 && python profiles.py profile --best_of_n 8 --auto_batch 5 --batches 1,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100,105,110,115,120,125,130,135,140,145,150,155,160,165,170,175,180,185,190,195 --samples 200 --input_tokens 1024 --output_tokens 64 --summary /code/chaiverse_profiler_1726378297/summary.json'
kubectl exec -it chaiml-albert-dpo-0996098f8cd72bed8247a7c464cae7c6c9-deploq5fk7 --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726378297/summary.json'
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nousresearch-meta-llama-4939-v63-mkmlizer: ║ https://mk1.ai ║
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