zeuslabs-l3-aethora-15b-v2

submission_id: zeuslabs-l3-aethora-15b-v2_v9

developer_uid: alexdaoud

status: inactive

model_repo: ZeusLabs/L3-Aethora-15B-V2

reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2

generation_params: {'temperature': 0.95, 'top_p': 1.0, 'min_p': 0.08, 'top_k': 40, 'presence_penalty': 0.25, 'frequency_penalty': 0.1, 'stopping_words': ['\n'], 'max_input_tokens': 512, 'best_of': 4, 'max_output_tokens': 64}

formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}

reward_formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}

timestamp: 2024-06-29T01:40:25+00:00

model_name: zeuslabs-l3-aethora-15b-v2_v2

model_group: ZeusLabs/L3-Aethora-15B-

num_battles: 30068

num_wins: 14520

celo_rating: 1161.64

propriety_score: 0.7145498506613569

propriety_total_count: 14062.0

submission_type: basic

model_architecture: LlamaForCausalLM

model_num_parameters: 15009845248.0

best_of: 4

max_input_tokens: 512

max_output_tokens: 64

display_name: zeuslabs-l3-aethora-15b-v2_v2

ineligible_reason: None

language_model: ZeusLabs/L3-Aethora-15B-V2

model_size: 15B

reward_model: ChaiML/reward_gpt2_medium_preference_24m_e2

us_pacific_date: 2024-06-28

win_ratio: 0.48290541439404017

Resubmit model

Reference Models

Running pipeline stage MKMLizer
Starting job with name zeuslabs-l3-aethora-15b-v2-v9-mkmlizer
Waiting for job on zeuslabs-l3-aethora-15b-v2-v9-mkmlizer to finish
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: ║     _____            __           __                                ║
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zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: ║       /___/                                                         ║
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: ║                                                                     ║
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: ║  Version: 0.8.14                                                    ║
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: ║  https://mk1.ai                                                     ║
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: ║                                                                     ║
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: ║  The license key for the current software has been verified as      ║
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: ║  belonging to:                                                      ║
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: ║                                                                     ║
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: ║  Chai Research Corp.                                                ║
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: ║  Expiration: 2024-07-15 23:59:59                                    ║
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: ║                                                                     ║
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: /opt/conda/lib/python3.10/site-packages/huggingface_hub/utils/_deprecation.py:131: FutureWarning: 'list_files_info' (from 'huggingface_hub.hf_api') is deprecated and will be removed from version '0.23'. Use `list_repo_tree` and `get_paths_info` instead.
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer:   warnings.warn(warning_message, FutureWarning)
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: Downloaded to shared memory in 35.666s
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: quantizing model to /dev/shm/model_cache
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: Saving flywheel model at /dev/shm/model_cache
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: 
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Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: quantized model in 40.099s
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: Processed model ZeusLabs/L3-Aethora-15B-V2 in 80.400s
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: creating bucket guanaco-mkml-models
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/zeuslabs-l3-aethora-15b-v2-v9
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/zeuslabs-l3-aethora-15b-v2-v9/config.json
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/zeuslabs-l3-aethora-15b-v2-v9/special_tokens_map.json
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/zeuslabs-l3-aethora-15b-v2-v9/tokenizer_config.json
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/zeuslabs-l3-aethora-15b-v2-v9/tokenizer.json
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/zeuslabs-l3-aethora-15b-v2-v9/flywheel_model.1.safetensors
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/zeuslabs-l3-aethora-15b-v2-v9/flywheel_model.0.safetensors
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/configuration_auto.py:913: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer:   warnings.warn(
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/tokenization_auto.py:757: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer:   warnings.warn(
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py:468: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer:   warnings.warn(
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: /opt/conda/lib/python3.10/site-packages/torch/_utils.py:831: UserWarning: TypedStorage is deprecated. It will be removed in the future and UntypedStorage will be the only storage class. This should only matter to you if you are using storages directly.  To access UntypedStorage directly, use tensor.untyped_storage() instead of tensor.storage()
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer:   return self.fget.__get__(instance, owner)()
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: Saving duration: 0.397s
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 5.611s
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: creating bucket guanaco-reward-models
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: Bucket 's3://guanaco-reward-models/' created
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/zeuslabs-l3-aethora-15b-v2-v9_reward
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/zeuslabs-l3-aethora-15b-v2-v9_reward/config.json
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/zeuslabs-l3-aethora-15b-v2-v9_reward/special_tokens_map.json
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/zeuslabs-l3-aethora-15b-v2-v9_reward/tokenizer_config.json
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/zeuslabs-l3-aethora-15b-v2-v9_reward/vocab.json
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/zeuslabs-l3-aethora-15b-v2-v9_reward/merges.txt
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/zeuslabs-l3-aethora-15b-v2-v9_reward/tokenizer.json
zeuslabs-l3-aethora-15b-v2-v9-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/zeuslabs-l3-aethora-15b-v2-v9_reward/reward.tensors
Job zeuslabs-l3-aethora-15b-v2-v9-mkmlizer completed after 114.84s with status: succeeded
Stopping job with name zeuslabs-l3-aethora-15b-v2-v9-mkmlizer
Pipeline stage MKMLizer completed in 115.94s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.13s
Running pipeline stage ISVCDeployer
Creating inference service zeuslabs-l3-aethora-15b-v2-v9
Waiting for inference service zeuslabs-l3-aethora-15b-v2-v9 to be ready
Inference service zeuslabs-l3-aethora-15b-v2-v9 ready after 50.43046474456787s
Pipeline stage ISVCDeployer completed in 57.45s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.936824083328247s
Received healthy response to inference request in 1.159576654434204s
Received healthy response to inference request in 2.006394624710083s
Received healthy response to inference request in 1.9707305431365967s
Received healthy response to inference request in 1.8958661556243896s
5 requests
0 failed requests
5th percentile: 1.3068345546722413
10th percentile: 1.4540924549102783
20th percentile: 1.7486082553863525
30th percentile: 1.910839033126831
40th percentile: 1.940784788131714
50th percentile: 1.9707305431365967
60th percentile: 1.9849961757659913
70th percentile: 1.9992618083953857
80th percentile: 2.192480516433716
90th percentile: 2.5646522998809815
95th percentile: 2.750738191604614
99th percentile: 2.8996069049835205
mean time: 1.9938784122467041
Pipeline stage StressChecker completed in 10.73s
zeuslabs-l3-aethora-15b-v2_v9 status is now deployed due to DeploymentManager action
zeuslabs-l3-aethora-15b-v2_v9 status is now inactive due to auto deactivation removed underperforming models

Start Time:

End Time:

Step (in hours or minutes, e.g. 1h, 10m):

Usage Metrics

Latency Metrics

Model Developer	Ranking	Ranking By Group	Elo Rating	Elo Rating By Group	Alignment Score	Alignment Question Responses	Submission ID	Parameters	Huggingface Repository	Variant	Number of Battles	Number of Battles By Group	Win Ratio	Win Ratio By Group	Type	Reward Repo	Best of	Max Input Tokens	Max Output Tokens	Model Architecture	Model Group	Date	Elo Norm	Alignment Norm	Alt Ranking	Alt Ranking By Group	Elo Rank	Alignment Rank
Jellywibble	1	1	1264.70	1266.41	0.71	5803.0	jellywibble-lora-120k-pr_2827_v2	8B	Jellywibble/lora_120k_pref_data_ep2	nitral-ai-hathor-l3-8b-v-01_v1	30751	285696	0.60	0.60	basic	ChaiML/gpt2_xl_pairwise_89m_step_347634	16.0	512.0	64.0	LlamaForCausalLM	Jellywibble/lora_120k_pr	2024-07-04	1.81	0.30	17	17	3	295
kay5555	2	1	1266.41	1266.41	0.70	6896.0	jellywibble-lora-120k-pr_2827_v5	8B	Jellywibble/lora_120k_pref_data_ep2	nitral-ai-hathor-l3-8b-v-01_v1	40418	285696	0.59	0.60	basic	ChaiML/gpt2_xl_pairwise_89m_step_347634	16.0	512.0	64.0	LlamaForCausalLM	Jellywibble/lora_120k_pr	2024-07-04	1.85	-0.26	109	17	1	500
robert_irvine	3	3	1236.97	1238.66	0.73	5655.0	nitral-ai-hathor-l3-8b-v-01_v12	8B	Nitral-AI/Hathor-L3-8B-v.01	nitral-ai-hathor-l3-8b-v-01_v12	32705	1081980	0.56	0.58	basic	ChaiML/gpt2_xl_pairwise_89m_step_347634	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor-L3-8B-v	2024-07-05	1.18	0.91	1	1	10	126
robert_irvine	4	3	1237.71	1238.66	0.72	11740.0	nitral-ai-hathor-l3-8b-v-01_v42	8B	Nitral-AI/Hathor-L3-8B-v.01	nitral-ai-hathor-l3-8b-v-01_v42	69120	1081980	0.52	0.58	basic	Jellywibble/CHAI_alignment_reward_model	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor-L3-8B-v	2024-07-06	1.19	0.87	2	1	8	133
robert_irvine	5	3	1238.52	1238.66	0.72	11197.0	nitral-ai-hathor-l3-8b-v-01_v43	8B	Nitral-AI/Hathor-L3-8B-v.01	nitral-ai-hathor-l3-8b-v-01_v43	65010	1081980	0.51	0.58	basic	Jellywibble/CHAI_alignment_reward_model	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor-L3-8B-v	2024-07-06	1.21	0.83	3	1	7	146
Jellywibble	6	6	1266.01	1266.01	0.70	6129.0	jellywibble-quantumenigm_5980_v2	8B	Jellywibble/QuantumEnigma-cp1500	quantum-enigma-cp1500	35741	35741	0.61	0.61	basic	ChaiML/gpt2_xl_pairwise_89m_step_347634	16.0	512.0	64.0	LlamaForCausalLM	Jellywibble/QuantumEnigm	2024-07-06	1.84	-0.43	161	161	2	558
kay5555	7	1	1261.11	1266.41	0.70	7034.0	jellywibble-lora-120k-pr_2827_v3	8B	Jellywibble/lora_120k_pref_data_ep2	nitral-ai-hathor-l3-8b-v-01_v1	40661	285696	0.58	0.60	basic	ChaiML/gpt2_xl_pairwise_89m_step_347634	16.0	512.0	64.0	LlamaForCausalLM	Jellywibble/lora_120k_pr	2024-07-04	1.73	-0.32	124	17	4	521
robert_irvine	8	3	1237.37	1238.66	0.72	5471.0	nitral-ai-hathor-l3-8b-v-01_v11	8B	Nitral-AI/Hathor-L3-8B-v.01	nitral-ai-hathor-l3-8b-v-01_v11	32108	1081980	0.57	0.58	basic	ChaiML/gpt2_xl_pairwise_89m_step_347634	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor-L3-8B-v	2024-07-05	1.19	0.58	9	1	9	210
dzhao1	9	9	1234.33	1234.33	0.72	7455.0	chaiml-sao10k-l3-rp-v3-3_v2	8B	ChaiML/sao10k-l3-rp-v3-3	chaiml-sao10k-l3-rp-v3-3_v2	15854	410321	0.58	0.58	basic	ChaiML/gpt2_xl_pairwise_89m_step_347634	8.0	1024.0	64.0	LlamaForCausalLM	ChaiML/sao10k-l3-rp-v3-3	2024-07-02	1.12	0.57	10	4	12	215
robert_irvine	10	3	1236.00	1238.66	0.72	5365.0	nitral-ai-hathor-l3-8b-v-01_v38	8B	Nitral-AI/Hathor-L3-8B-v.01	nitral-ai-hathor-l3-8b-v-01_v38	31159	1081980	0.58	0.58	basic	Jellywibble/CHAI_alignment_reward_model	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor-L3-8B-v	2024-07-05	1.15	0.47	11	1	11	240
robert_irvine	11	3	1238.66	1238.66	0.71	5261.0	nitral-ai-hathor-l3-8b-v-01_v41	8B	Nitral-AI/Hathor-L3-8B-v.01	nitral-ai-hathor-l3-8b-v-01_v41	30522	1081980	0.58	0.58	basic	ChaiML/gpt2_xl_pairwise_89m_step_347634	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor-L3-8B-v	2024-07-05	1.22	0.34	14	1	6	283
kay5555	12	1	1260.05	1266.41	0.70	7065.0	jellywibble-lora-120k-pr_2827_v4	8B	Jellywibble/lora_120k_pref_data_ep2	nitral-ai-hathor-l3-8b-v-01_v1	40196	285696	0.58	0.60	basic	ChaiML/gpt2_xl_pairwise_89m_step_347634	16.0	512.0	64.0	LlamaForCausalLM	Jellywibble/lora_120k_pr	2024-07-04	1.71	-0.62	216	17	5	625
dzhao1	13	9	1220.66	1234.33	0.73	5650.0	chaiml-sao10k-l3-rp-v3-3_v1	8B	ChaiML/sao10k-l3-rp-v3-3	chaiml-sao10k-l3-rp-v3-3_v1	11815	410321	0.57	0.58	basic	ChaiML/gpt2_medium_pairwise_60m_step_937500	8.0	1024.0	64.0	LlamaForCausalLM	ChaiML/sao10k-l3-rp-v3-3	2024-07-02	0.80	0.97	4	4	50	110
nguyenzzz	14	14	1216.48	1219.12	0.73	5314.0	meseca-15062024-c1_v3	8B	meseca/15062024-c1	meseca-15062024-c1_v3	10944	33263	0.56	0.56	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	8.0	1024.0	64.0	LlamaForCausalLM	meseca/15062024-c1	2024-07-01	0.71	1.12	6	6	94	90
R136a1	15	15	1220.22	1220.22	0.73	9252.0	r136a1-slerp8bv2_v2	8B	R136a1/Slerp8Bv2	r136a1-slerp8bv2_v1	9830	33452	0.55	0.55	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	R136a1/Slerp8Bv2	2024-06-25	0.79	0.95	5	5	55	116
dzhao1	16	16	1227.27	1227.27	0.72	5044.0	sao10k-l3-rp-v3-3_v9	8B	Sao10K/L3-RP-v3.3	sao10k-l3-rp-v3-3_v9	10311	3817665	0.58	0.58	basic	ChaiML/gpt2_xl_pairwise_89m_step_347634	8.0	1024.0	64.0	LlamaForCausalLM	Sao10K/L3-RP-v3.3	2024-07-01	0.95	0.62	8	8	18	200
Nitral-AI	17	3	1217.37	1238.66	0.73	8490.0	nitral-ai-hathor-l3-8b-v-02_v12	8B	Nitral-AI/Hathor-L3-8B-v.02	nitral-ai-hathor-l3-8b-v02	17317	1081980	0.53	0.58	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor-L3-8B-v	2024-06-22	0.73	1.02	7	1	80	104
robert_irvine	18	3	1230.45	1238.66	0.71	5413.0	nitral-ai-hathor-l3-8b-v-01_v37	8B	Nitral-AI/Hathor-L3-8B-v.01	nitral-ai-hathor-l3-8b-v-01_v37	31623	1081980	0.57	0.58	basic	Jellywibble/CHAI_alignment_reward_model	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor-L3-8B-v	2024-07-05	1.03	0.39	13	1	16	271
c.gato	19	19	1198.10	1208.35	0.74	5964.0	cgato-thesalt-rp-l3-8b-d_7209_v3	8B	cgato/TheSalt-RP-L3-8b-DPO-v0.3.2-e0.8.2	cgato-thesalt-rp-l3-8b-d_7209_v3	22762	626274	0.51	0.55	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	cgato/TheSalt-RP-L3-8b-D	2024-07-04	0.29	1.73	45	45	349	35
nguyenzzz	20	20	1164.75	1164.75	0.77	8354.0	meseca-20062024-c1-dpo-1e_v2	8B	meseca/20062024-c1-dpo-1e	meseca-20062024-c1-dpo-1e_v2	14942	30221	0.48	0.48	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	meseca/20062024-c1-dpo-1	2024-06-27	-0.48	3.03	274	274	698	5
Jellywibble	21	21	1152.80	1152.80	0.78	5334.0	jellywibble-nguy-alignme_4960_v1	8B	Jellywibble/nguy-alignment-regression-cp128	meseca-20062024-c1_v1	31528	61623	0.46	0.46	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Jellywibble/nguy-alignme	2024-07-05	-0.75	3.49	304	304	729	2
PawanOsman	22	22	1226.32	1232.68	0.71	5567.0	pawankrd-cosmosrp_v35	8B	PawanKrd/CosmosRP	pawankrd-cosmosrp_v35	33039	1713349	0.56	0.75	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	PawanKrd/CosmosRP	2024-07-05	0.93	0.31	19	19	20	290
dzhao1	23	9	1208.39	1234.33	0.73	6597.0	chaiml-sao10k-l3-rp-v3-3_v3	8B	ChaiML/sao10k-l3-rp-v3-3	chaiml-sao10k-l3-rp-v3-3_v3	13662	410321	0.55	0.58	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	8.0	1024.0	64.0	LlamaForCausalLM	ChaiML/sao10k-l3-rp-v3-3	2024-07-03	0.52	1.06	15	4	200	96
PawanOsman	24	22	1205.95	1232.68	0.73	6425.0	pawankrd-cosmosrp_v36	8B	PawanKrd/CosmosRP	pawankrd-cosmosrp_v36	37297	1713349	0.52	0.75	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	PawanKrd/CosmosRP	2024-07-06	0.47	1.15	21	19	241	82
Jellywibble	25	25	1204.84	1204.84	0.73	7424.0	jellywibble-hathor-stabl_8901_v1	8B	Jellywibble/Hathor_Stable-v0.2-L3-8B	nitral-ai-hathor-l3-8b-v-01_v1	15675	43096	0.54	0.54	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Jellywibble/Hathor_Stabl	2024-07-03	0.44	1.16	26	26	252	81
Hastagaras	26	26	1215.54	1215.54	0.72	19901.0	hastagaras-ultimatej-8b-l3-br_v1	8B	Hastagaras/UltimateJ-8B-L3-BR	hastagaras-ultimatej-8b-l3-br_v1	15513	15513	0.57	0.57	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Hastagaras/UltimateJ-8B-	2024-06-25	0.69	0.70	12	12	103	179
c.gato	27	27	1204.93	1204.93	0.73	12623.0	cgato-thesalt-rp-l3-8b-v0-3-2_v9	8B	cgato/TheSalt-RP-L3-8b-v0.3.2	cgato-thesalt-rp-l3-8b-v0-3-2_v9	26206	119491	0.55	0.63	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	cgato/TheSalt-RP-L3-8b-v	2024-06-19	0.44	1.12	27	27	249	86
Jellywibble	28	28	1203.54	1203.82	0.73	6368.0	jellywibble-qlora-120k-p_350_v2	8B	Jellywibble/qlora_120k_pref_data_ep1	nitral-ai-hathor-l3-8b-v-01_v1	13568	26921	0.52	0.52	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Jellywibble/qlora_120k_p	2024-07-03	0.41	1.17	34	34	276	79
Azazelle	29	29	1219.13	1219.85	0.72	5461.0	azazelle-l3-hecate-8b-v1-0_v2	8B	Azazelle/L3-Hecate-8B-v1.0	azazelle-l3-hecate-8b-v1-0_v1	31599	132721	0.56	0.56	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Azazelle/L3-Hecate-8B-v1	2024-07-05	0.77	0.50	16	16	62	234
PawanOsman	30	22	1232.06	1232.68	0.71	5670.0	pawankrd-cosmosrp_v34	8B	PawanKrd/CosmosRP	pawankrd-cosmosrp_v34	32737	1713349	0.56	0.75	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	PawanKrd/CosmosRP	2024-07-05	1.06	-0.06	75	19	15	429
Jellywibble	31	21	1150.31	1152.80	0.77	5324.0	jellywibble-nguy-alignme_5302_v1	8B	Jellywibble/nguy-alignment-regression-ep3	meseca-20062024-c1_v1	30095	61623	0.46	0.46	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Jellywibble/nguy-alignme	2024-07-05	-0.81	3.42	312	304	732	4
nguyenzzz	32	32	1163.58	1163.58	0.76	7186.0	meseca-20062024-c1-dpo-2e_v2	8B	meseca/20062024-c1-dpo-2e	meseca-20062024-c1-dpo-2e_v2	13424	24698	0.48	0.48	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	meseca/20062024-c1-dpo-2	2024-06-27	-0.51	2.84	282	282	704	8
Nitral-AI	33	3	1210.44	1238.66	0.72	12150.0	nitral-ai-hathor-l3-8b-v-02_v14	8B	Nitral-AI/Hathor-L3-8B-v.02	nitral-ai-hathor-l3-8b-v02	25571	1081980	0.51	0.58	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor-L3-8B-v	2024-06-22	0.57	0.84	20	1	176	143
PawanOsman	34	22	1223.32	1232.68	0.71	14566.0	pawankrd-cosmosrp_v24	8B	PawanKrd/CosmosRP	pawankrd-cosmosrp_v24	30258	1713349	0.58	0.75	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	PawanKrd/CosmosRP	2024-06-21	0.86	0.28	28	19	34	306
Nitral-AI	35	3	1217.44	1238.66	0.72	8230.0	nitral-ai-hathor-l3-8b-v-02_v11	8B	Nitral-AI/Hathor-L3-8B-v.02	nitral-ai-hathor-l3-8b-v02	17654	1081980	0.53	0.58	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor-L3-8B-v	2024-06-22	0.73	0.52	18	1	79	226
Jellywibble	36	1	1233.52	1266.41	0.70	5966.0	jellywibble-lora-120k-pr_2827_v1	8B	Jellywibble/lora_120k_pref_data_ep2	nitral-ai-hathor-l3-8b-v-01_v1	12653	285696	0.56	0.60	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Jellywibble/lora_120k_pr	2024-07-03	1.10	-0.19	102	17	13	480
R136a1	37	37	1214.27	1214.27	0.72	11654.0	r136a1-slerp8bv1_v1	8B	R136a1/Slerp8Bv1	r136a1-slerp8bv1_v1	24124	24124	0.54	0.54	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	R136a1/Slerp8Bv1	2024-06-24	0.66	0.61	22	22	122	203
robert_irvine	38	38	1190.48	1199.63	0.74	6517.0	nousresearch-meta-llama_4941_v78	8B	NousResearch/Meta-Llama-3-8B-Instruct	nousresearch-meta-llama_4941_v78	13904	274135	0.53	0.53	basic	ChaiML/gpt2_medium_pairwise_60m_step_937500	16.0	512.0	64.0	LlamaForCausalLM	NousResearch/Meta-Llama-	2024-07-03	0.11	1.61	111	67	460	42
Nitral-AI	39	3	1216.49	1238.66	0.72	10531.0	nitral-ai-hathor-l3-8b-v-01_v9	8B	Nitral-AI/Hathor-L3-8B-v.01	nitral-ai-hathor-l3-8b-v01	21595	1081980	0.52	0.58	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor-L3-8B-v	2024-06-22	0.71	0.50	24	1	93	236
Nitral-AI	40	40	1214.50	1214.50	0.72	9792.0	nitral-ai-hathor-unstabl_1363_v2	8B	Nitral-AI/Hathor_Unstable-L3-8B-v0.3	nitral-ai-hathor-03_1363_v1	20473	70699	0.53	0.55	basic	ChaiML/reward_gpt2_medium_preference_24m_e2	16.0	512.0	64.0	LlamaForCausalLM	Nitral-AI/Hathor_Unstabl	2024-06-22	0.66	0.57	23	23	116	212