Hugging Face's logo

habanoz
/
TinyLlama-1.1B-intermediate-step-715k-1.5T-lr-5-4epochs-oasst1-top1-instruct-V1

Text Generation
Transformers
Safetensors
English
llama
Eval Results
text-generation-inference
Inference Endpoints
Model card Files Community
1
habanoz leaderboard-pr-bot commited on
Commit
34d8d57
•
1 Parent(s): 7cd6d5a

Adding Evaluation Results (#1)

Browse files

- Adding Evaluation Results (1fd53728543e13b06a359a7c3371d4db5d3eedd4)


Co-authored-by: Open LLM Leaderboard PR Bot <[email protected]>

Files changed (1) hide show
  1. README.md +119 -3
README.md CHANGED
@@ -1,10 +1,113 @@
1
  ---
 
 
2
  license: apache-2.0
3
  datasets:
4
  - OpenAssistant/oasst_top1_2023-08-25
5
- language:
6
- - en
7
  pipeline_tag: text-generation
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
8
  ---
9
 
10
  TinyLlama-1.1B-intermediate-step-715k-1.5T finetuned using OpenAssistant/oasst_top1_2023-08-25 dataset.
@@ -58,4 +161,17 @@ accelerate launch $BASE_DIR/qlora/train.py \
58
  --gradient_checkpointing \
59
  --use_flash_attention_2 \
60
  --ddp_find_unused_parameters False
61
- ```
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  ---
2
+ language:
3
+ - en
4
  license: apache-2.0
5
  datasets:
6
  - OpenAssistant/oasst_top1_2023-08-25
 
 
7
  pipeline_tag: text-generation
8
+ model-index:
9
+ - name: TinyLlama-1.1B-intermediate-step-715k-1.5T-lr-5-4epochs-oasst1-top1-instruct-V1
10
+ results:
11
+ - task:
12
+ type: text-generation
13
+ name: Text Generation
14
+ dataset:
15
+ name: AI2 Reasoning Challenge (25-Shot)
16
+ type: ai2_arc
17
+ config: ARC-Challenge
18
+ split: test
19
+ args:
20
+ num_few_shot: 25
21
+ metrics:
22
+ - type: acc_norm
23
+ value: 31.14
24
+ name: normalized accuracy
25
+ source:
26
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=habanoz/TinyLlama-1.1B-intermediate-step-715k-1.5T-lr-5-4epochs-oasst1-top1-instruct-V1
27
+ name: Open LLM Leaderboard
28
+ - task:
29
+ type: text-generation
30
+ name: Text Generation
31
+ dataset:
32
+ name: HellaSwag (10-Shot)
33
+ type: hellaswag
34
+ split: validation
35
+ args:
36
+ num_few_shot: 10
37
+ metrics:
38
+ - type: acc_norm
39
+ value: 54.31
40
+ name: normalized accuracy
41
+ source:
42
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=habanoz/TinyLlama-1.1B-intermediate-step-715k-1.5T-lr-5-4epochs-oasst1-top1-instruct-V1
43
+ name: Open LLM Leaderboard
44
+ - task:
45
+ type: text-generation
46
+ name: Text Generation
47
+ dataset:
48
+ name: MMLU (5-Shot)
49
+ type: cais/mmlu
50
+ config: all
51
+ split: test
52
+ args:
53
+ num_few_shot: 5
54
+ metrics:
55
+ - type: acc
56
+ value: 25.42
57
+ name: accuracy
58
+ source:
59
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=habanoz/TinyLlama-1.1B-intermediate-step-715k-1.5T-lr-5-4epochs-oasst1-top1-instruct-V1
60
+ name: Open LLM Leaderboard
61
+ - task:
62
+ type: text-generation
63
+ name: Text Generation
64
+ dataset:
65
+ name: TruthfulQA (0-shot)
66
+ type: truthful_qa
67
+ config: multiple_choice
68
+ split: validation
69
+ args:
70
+ num_few_shot: 0
71
+ metrics:
72
+ - type: mc2
73
+ value: 41.72
74
+ source:
75
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=habanoz/TinyLlama-1.1B-intermediate-step-715k-1.5T-lr-5-4epochs-oasst1-top1-instruct-V1
76
+ name: Open LLM Leaderboard
77
+ - task:
78
+ type: text-generation
79
+ name: Text Generation
80
+ dataset:
81
+ name: Winogrande (5-shot)
82
+ type: winogrande
83
+ config: winogrande_xl
84
+ split: validation
85
+ args:
86
+ num_few_shot: 5
87
+ metrics:
88
+ - type: acc
89
+ value: 57.77
90
+ name: accuracy
91
+ source:
92
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=habanoz/TinyLlama-1.1B-intermediate-step-715k-1.5T-lr-5-4epochs-oasst1-top1-instruct-V1
93
+ name: Open LLM Leaderboard
94
+ - task:
95
+ type: text-generation
96
+ name: Text Generation
97
+ dataset:
98
+ name: GSM8k (5-shot)
99
+ type: gsm8k
100
+ config: main
101
+ split: test
102
+ args:
103
+ num_few_shot: 5
104
+ metrics:
105
+ - type: acc
106
+ value: 1.29
107
+ name: accuracy
108
+ source:
109
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=habanoz/TinyLlama-1.1B-intermediate-step-715k-1.5T-lr-5-4epochs-oasst1-top1-instruct-V1
110
+ name: Open LLM Leaderboard
111
  ---
112
 
113
  TinyLlama-1.1B-intermediate-step-715k-1.5T finetuned using OpenAssistant/oasst_top1_2023-08-25 dataset.
 
161
  --gradient_checkpointing \
162
  --use_flash_attention_2 \
163
  --ddp_find_unused_parameters False
164
+ ```
165
+ # [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
166
+ Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_habanoz__TinyLlama-1.1B-intermediate-step-715k-1.5T-lr-5-4epochs-oasst1-top1-instruct-V1)
167
+
168
+ | Metric |Value|
169
+ |---------------------------------|----:|
170
+ |Avg. |35.28|
171
+ |AI2 Reasoning Challenge (25-Shot)|31.14|
172
+ |HellaSwag (10-Shot) |54.31|
173
+ |MMLU (5-Shot) |25.42|
174
+ |TruthfulQA (0-shot) |41.72|
175
+ |Winogrande (5-shot) |57.77|
176
+ |GSM8k (5-shot) | 1.29|
177
+