---
license: apache-2.0
datasets:
- bigcode/the-stack
- bigcode/the-stack-v2
- bigcode/starcoderdata
- bigcode/commitpack
library_name: transformers
tags:
- code
- llama-cpp
- gguf-my-repo
base_model: JetBrains/Mellum-4b-sft-all
model-index:
- name: Mellum-4b-sft-all
  results:
  - task:
      type: text-generation
    dataset:
      name: RepoBench 1.1 (Python)
      type: tianyang/repobench_python_v1.1
    metrics:
    - type: exact_match
      value: 0.2823
      name: EM
      verified: false
    - type: exact_match
      value: 0.287
      name: EM ≤ 8k
      verified: false
    - type: exact_match
      value: 0.2638
      name: EM
      verified: false
    - type: exact_match
      value: 0.293
      name: EM
      verified: false
    - type: exact_match
      value: 0.3042
      name: EM
      verified: false
    - type: exact_match
      value: 0.2685
      name: EM
      verified: false
    - type: exact_match
      value: 0.2818
      name: EM
      verified: false
  - task:
      type: text-generation
    dataset:
      name: RepoBench 1.1 (Java)
      type: tianyang/repobench_java_v1.1
    metrics:
    - type: exact_match
      value: 0.2867
      name: EM
      verified: false
    - type: exact_match
      value: 0.3023
      name: EM ≤ 8k
      verified: false
    - type: exact_match
      value: 0.2883
      name: EM
      verified: false
    - type: exact_match
      value: 0.3228
      name: EM
      verified: false
    - type: exact_match
      value: 0.2958
      name: EM
      verified: false
    - type: exact_match
      value: 0.2447
      name: EM
      verified: false
    - type: exact_match
      value: 0.2821
      name: EM
      verified: false
  - task:
      type: text-generation
    dataset:
      name: SAFIM
      type: gonglinyuan/safim
    metrics:
    - type: pass@1
      value: 0.5285
      name: pass@1
      verified: false
    - type: pass@1
      value: 0.6548
      name: pass@1
      verified: false
    - type: pass@1
      value: 0.4005
      name: pass@1
      verified: false
    - type: pass@1
      value: 0.5303
      name: pass@1
      verified: false
  - task:
      type: text-generation
    dataset:
      name: HumanEval Infilling (Single-Line)
      type: loubnabnl/humaneval_infilling
    metrics:
    - type: pass@1
      value: 0.8083
      name: pass@1
      verified: false
    - type: pass@1
      value: 0.4819
      name: pass@1
      verified: false
    - type: pass@1
      value: 0.372
      name: pass@1
      verified: false
    - type: pass@1
      value: 0.4024
      name: pass@1
      verified: false
---

# LLukas22/Mellum-4b-sft-all-Q4_K_M-GGUF
This model was converted to GGUF format from [`JetBrains/Mellum-4b-sft-all`](https://huggingface.co/JetBrains/Mellum-4b-sft-all) 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/JetBrains/Mellum-4b-sft-all) 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 LLukas22/Mellum-4b-sft-all-Q4_K_M-GGUF --hf-file mellum-4b-sft-all-q4_k_m.gguf -p "The meaning to life and the universe is"
```

### Server:
```bash
llama-server --hf-repo LLukas22/Mellum-4b-sft-all-Q4_K_M-GGUF --hf-file mellum-4b-sft-all-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 LLukas22/Mellum-4b-sft-all-Q4_K_M-GGUF --hf-file mellum-4b-sft-all-q4_k_m.gguf -p "The meaning to life and the universe is"
```
or 
```
./llama-server --hf-repo LLukas22/Mellum-4b-sft-all-Q4_K_M-GGUF --hf-file mellum-4b-sft-all-q4_k_m.gguf -c 2048
```