File size: 4,283 Bytes
be80064 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 |
---
pipeline_tag: text-generation
inference: false
license: apache-2.0
library_name: transformers
tags:
- language
- granite-3.0
- llama-cpp
- gguf-my-repo
base_model: ibm-granite/granite-3.0-3b-a800m-instruct
model-index:
- name: granite-3.0-2b-instruct
results:
- task:
type: text-generation
dataset:
name: IFEval
type: instruction-following
metrics:
- type: pass@1
value: 42.49
name: pass@1
- type: pass@1
value: 7.02
name: pass@1
- task:
type: text-generation
dataset:
name: AGI-Eval
type: human-exams
metrics:
- type: pass@1
value: 25.7
name: pass@1
- type: pass@1
value: 50.16
name: pass@1
- type: pass@1
value: 20.51
name: pass@1
- task:
type: text-generation
dataset:
name: OBQA
type: commonsense
metrics:
- type: pass@1
value: 40.8
name: pass@1
- type: pass@1
value: 59.95
name: pass@1
- type: pass@1
value: 71.86
name: pass@1
- type: pass@1
value: 67.01
name: pass@1
- type: pass@1
value: 48.0
name: pass@1
- task:
type: text-generation
dataset:
name: BoolQ
type: reading-comprehension
metrics:
- type: pass@1
value: 78.65
name: pass@1
- type: pass@1
value: 6.71
name: pass@1
- task:
type: text-generation
dataset:
name: ARC-C
type: reasoning
metrics:
- type: pass@1
value: 50.94
name: pass@1
- type: pass@1
value: 26.85
name: pass@1
- type: pass@1
value: 37.7
name: pass@1
- task:
type: text-generation
dataset:
name: HumanEvalSynthesis
type: code
metrics:
- type: pass@1
value: 39.63
name: pass@1
- type: pass@1
value: 40.85
name: pass@1
- type: pass@1
value: 35.98
name: pass@1
- type: pass@1
value: 27.4
name: pass@1
- task:
type: text-generation
dataset:
name: GSM8K
type: math
metrics:
- type: pass@1
value: 47.54
name: pass@1
- type: pass@1
value: 19.86
name: pass@1
- task:
type: text-generation
dataset:
name: PAWS-X (7 langs)
type: multilingual
metrics:
- type: pass@1
value: 50.23
name: pass@1
- type: pass@1
value: 28.87
name: pass@1
---
# davelsphere/granite-3.0-3b-a800m-instruct-Q4_K_M-GGUF
This model was converted to GGUF format from [`ibm-granite/granite-3.0-3b-a800m-instruct`](https://huggingface.co/ibm-granite/granite-3.0-3b-a800m-instruct) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
Refer to the [original model card](https://huggingface.co/ibm-granite/granite-3.0-3b-a800m-instruct) for more details on the model.
## Use with llama.cpp
Install llama.cpp through brew (works on Mac and Linux)
```bash
brew install llama.cpp
```
Invoke the llama.cpp server or the CLI.
### CLI:
```bash
llama-cli --hf-repo davelsphere/granite-3.0-3b-a800m-instruct-Q4_K_M-GGUF --hf-file granite-3.0-3b-a800m-instruct-q4_k_m.gguf -p "The meaning to life and the universe is"
```
### Server:
```bash
llama-server --hf-repo davelsphere/granite-3.0-3b-a800m-instruct-Q4_K_M-GGUF --hf-file granite-3.0-3b-a800m-instruct-q4_k_m.gguf -c 2048
```
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.
Step 1: Clone llama.cpp from GitHub.
```
git clone https://github.com/ggerganov/llama.cpp
```
Step 2: Move into the llama.cpp folder and build it with `LLAMA_CURL=1` flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux).
```
cd llama.cpp && LLAMA_CURL=1 make
```
Step 3: Run inference through the main binary.
```
./llama-cli --hf-repo davelsphere/granite-3.0-3b-a800m-instruct-Q4_K_M-GGUF --hf-file granite-3.0-3b-a800m-instruct-q4_k_m.gguf -p "The meaning to life and the universe is"
```
or
```
./llama-server --hf-repo davelsphere/granite-3.0-3b-a800m-instruct-Q4_K_M-GGUF --hf-file granite-3.0-3b-a800m-instruct-q4_k_m.gguf -c 2048
```
|