Files changed (1) hide show
  1. README.md +110 -1
README.md CHANGED
@@ -1,5 +1,4 @@
1
  ---
2
- base_model: unsloth/zephyr-sft-bnb-4bit
3
  language:
4
  - en
5
  license: apache-2.0
@@ -9,6 +8,102 @@ tags:
9
  - unsloth
10
  - mistral
11
  - trl
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
12
  ---
13
 
14
  # Uploaded model
@@ -20,3 +115,17 @@ tags:
20
  This mistral model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
21
 
22
  [<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  ---
 
2
  language:
3
  - en
4
  license: apache-2.0
 
8
  - unsloth
9
  - mistral
10
  - trl
11
+ base_model: unsloth/zephyr-sft-bnb-4bit
12
+ model-index:
13
+ - name: ft-unsloth-zephyr-sft-bnb-4bit-20241014-164205
14
+ results:
15
+ - task:
16
+ type: text-generation
17
+ name: Text Generation
18
+ dataset:
19
+ name: IFEval (0-Shot)
20
+ type: HuggingFaceH4/ifeval
21
+ args:
22
+ num_few_shot: 0
23
+ metrics:
24
+ - type: inst_level_strict_acc and prompt_level_strict_acc
25
+ value: 31.99
26
+ name: strict accuracy
27
+ source:
28
+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=sonthenguyen/ft-unsloth-zephyr-sft-bnb-4bit-20241014-164205
29
+ name: Open LLM Leaderboard
30
+ - task:
31
+ type: text-generation
32
+ name: Text Generation
33
+ dataset:
34
+ name: BBH (3-Shot)
35
+ type: BBH
36
+ args:
37
+ num_few_shot: 3
38
+ metrics:
39
+ - type: acc_norm
40
+ value: 16.71
41
+ name: normalized accuracy
42
+ source:
43
+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=sonthenguyen/ft-unsloth-zephyr-sft-bnb-4bit-20241014-164205
44
+ name: Open LLM Leaderboard
45
+ - task:
46
+ type: text-generation
47
+ name: Text Generation
48
+ dataset:
49
+ name: MATH Lvl 5 (4-Shot)
50
+ type: hendrycks/competition_math
51
+ args:
52
+ num_few_shot: 4
53
+ metrics:
54
+ - type: exact_match
55
+ value: 0.15
56
+ name: exact match
57
+ source:
58
+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=sonthenguyen/ft-unsloth-zephyr-sft-bnb-4bit-20241014-164205
59
+ name: Open LLM Leaderboard
60
+ - task:
61
+ type: text-generation
62
+ name: Text Generation
63
+ dataset:
64
+ name: GPQA (0-shot)
65
+ type: Idavidrein/gpqa
66
+ args:
67
+ num_few_shot: 0
68
+ metrics:
69
+ - type: acc_norm
70
+ value: 3.47
71
+ name: acc_norm
72
+ source:
73
+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=sonthenguyen/ft-unsloth-zephyr-sft-bnb-4bit-20241014-164205
74
+ name: Open LLM Leaderboard
75
+ - task:
76
+ type: text-generation
77
+ name: Text Generation
78
+ dataset:
79
+ name: MuSR (0-shot)
80
+ type: TAUR-Lab/MuSR
81
+ args:
82
+ num_few_shot: 0
83
+ metrics:
84
+ - type: acc_norm
85
+ value: 12.1
86
+ name: acc_norm
87
+ source:
88
+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=sonthenguyen/ft-unsloth-zephyr-sft-bnb-4bit-20241014-164205
89
+ name: Open LLM Leaderboard
90
+ - task:
91
+ type: text-generation
92
+ name: Text Generation
93
+ dataset:
94
+ name: MMLU-PRO (5-shot)
95
+ type: TIGER-Lab/MMLU-Pro
96
+ config: main
97
+ split: test
98
+ args:
99
+ num_few_shot: 5
100
+ metrics:
101
+ - type: acc
102
+ value: 12.49
103
+ name: accuracy
104
+ source:
105
+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=sonthenguyen/ft-unsloth-zephyr-sft-bnb-4bit-20241014-164205
106
+ name: Open LLM Leaderboard
107
  ---
108
 
109
  # Uploaded model
 
115
  This mistral model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
116
 
117
  [<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
118
+
119
+ # [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard)
120
+ Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_sonthenguyen__ft-unsloth-zephyr-sft-bnb-4bit-20241014-164205)
121
+
122
+ | Metric |Value|
123
+ |-------------------|----:|
124
+ |Avg. |12.82|
125
+ |IFEval (0-Shot) |31.99|
126
+ |BBH (3-Shot) |16.71|
127
+ |MATH Lvl 5 (4-Shot)| 0.15|
128
+ |GPQA (0-shot) | 3.47|
129
+ |MuSR (0-shot) |12.10|
130
+ |MMLU-PRO (5-shot) |12.49|
131
+