DavidAU commited on
Commit
2dfdeed
1 Parent(s): faa1d24

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +144 -0
README.md ADDED
@@ -0,0 +1,144 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ language:
3
+ - en
4
+ license: apache-2.0
5
+ tags:
6
+ - llama-cpp
7
+ - gguf-my-repo
8
+ datasets:
9
+ - teknium/OpenHermes-2.5
10
+ - abhinand/ultrachat_200k_sharegpt
11
+ model-index:
12
+ - name: TinyLlama-1.1B-OpenHermes-2.5-Chat-v0.1-sft
13
+ results:
14
+ - task:
15
+ type: text-generation
16
+ name: Text Generation
17
+ dataset:
18
+ name: AI2 Reasoning Challenge (25-Shot)
19
+ type: ai2_arc
20
+ config: ARC-Challenge
21
+ split: test
22
+ args:
23
+ num_few_shot: 25
24
+ metrics:
25
+ - type: acc_norm
26
+ value: 33.79
27
+ name: normalized accuracy
28
+ source:
29
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=abhinand/TinyLlama-1.1B-OpenHermes-2.5-Chat-v0.1-sft
30
+ name: Open LLM Leaderboard
31
+ - task:
32
+ type: text-generation
33
+ name: Text Generation
34
+ dataset:
35
+ name: HellaSwag (10-Shot)
36
+ type: hellaswag
37
+ split: validation
38
+ args:
39
+ num_few_shot: 10
40
+ metrics:
41
+ - type: acc_norm
42
+ value: 58.72
43
+ name: normalized accuracy
44
+ source:
45
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=abhinand/TinyLlama-1.1B-OpenHermes-2.5-Chat-v0.1-sft
46
+ name: Open LLM Leaderboard
47
+ - task:
48
+ type: text-generation
49
+ name: Text Generation
50
+ dataset:
51
+ name: MMLU (5-Shot)
52
+ type: cais/mmlu
53
+ config: all
54
+ split: test
55
+ args:
56
+ num_few_shot: 5
57
+ metrics:
58
+ - type: acc
59
+ value: 24.52
60
+ name: accuracy
61
+ source:
62
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=abhinand/TinyLlama-1.1B-OpenHermes-2.5-Chat-v0.1-sft
63
+ name: Open LLM Leaderboard
64
+ - task:
65
+ type: text-generation
66
+ name: Text Generation
67
+ dataset:
68
+ name: TruthfulQA (0-shot)
69
+ type: truthful_qa
70
+ config: multiple_choice
71
+ split: validation
72
+ args:
73
+ num_few_shot: 0
74
+ metrics:
75
+ - type: mc2
76
+ value: 36.22
77
+ source:
78
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=abhinand/TinyLlama-1.1B-OpenHermes-2.5-Chat-v0.1-sft
79
+ name: Open LLM Leaderboard
80
+ - task:
81
+ type: text-generation
82
+ name: Text Generation
83
+ dataset:
84
+ name: Winogrande (5-shot)
85
+ type: winogrande
86
+ config: winogrande_xl
87
+ split: validation
88
+ args:
89
+ num_few_shot: 5
90
+ metrics:
91
+ - type: acc
92
+ value: 60.93
93
+ name: accuracy
94
+ source:
95
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=abhinand/TinyLlama-1.1B-OpenHermes-2.5-Chat-v0.1-sft
96
+ name: Open LLM Leaderboard
97
+ - task:
98
+ type: text-generation
99
+ name: Text Generation
100
+ dataset:
101
+ name: GSM8k (5-shot)
102
+ type: gsm8k
103
+ config: main
104
+ split: test
105
+ args:
106
+ num_few_shot: 5
107
+ metrics:
108
+ - type: acc
109
+ value: 5.38
110
+ name: accuracy
111
+ source:
112
+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=abhinand/TinyLlama-1.1B-OpenHermes-2.5-Chat-v0.1-sft
113
+ name: Open LLM Leaderboard
114
+ ---
115
+
116
+ # DavidAU/TinyLlama-1.1B-OpenHermes-2.5-Chat-v0.1-sft-Q8_0-GGUF
117
+ This model was converted to GGUF format from [`abhinand/TinyLlama-1.1B-OpenHermes-2.5-Chat-v0.1-sft`](https://huggingface.co/abhinand/TinyLlama-1.1B-OpenHermes-2.5-Chat-v0.1-sft) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
118
+ Refer to the [original model card](https://huggingface.co/abhinand/TinyLlama-1.1B-OpenHermes-2.5-Chat-v0.1-sft) for more details on the model.
119
+ ## Use with llama.cpp
120
+
121
+ Install llama.cpp through brew.
122
+
123
+ ```bash
124
+ brew install ggerganov/ggerganov/llama.cpp
125
+ ```
126
+ Invoke the llama.cpp server or the CLI.
127
+
128
+ CLI:
129
+
130
+ ```bash
131
+ llama-cli --hf-repo DavidAU/TinyLlama-1.1B-OpenHermes-2.5-Chat-v0.1-sft-Q8_0-GGUF --model tinyllama-1.1b-openhermes-2.5-chat-v0.1-sft.Q8_0.gguf -p "The meaning to life and the universe is"
132
+ ```
133
+
134
+ Server:
135
+
136
+ ```bash
137
+ llama-server --hf-repo DavidAU/TinyLlama-1.1B-OpenHermes-2.5-Chat-v0.1-sft-Q8_0-GGUF --model tinyllama-1.1b-openhermes-2.5-chat-v0.1-sft.Q8_0.gguf -c 2048
138
+ ```
139
+
140
+ Note: You can also use this checkpoint directly through the [usage steps](https://github.com/ggerganov/llama.cpp?tab=readme-ov-file#usage) listed in the Llama.cpp repo as well.
141
+
142
+ ```
143
+ git clone https://github.com/ggerganov/llama.cpp && cd llama.cpp && make && ./main -m tinyllama-1.1b-openhermes-2.5-chat-v0.1-sft.Q8_0.gguf -n 128
144
+ ```