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README.md

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+---
+license: apache-2.0
+datasets:
+- bigcode/the-stack
+- bigcode/the-stack-v2
+- bigcode/starcoderdata
+- bigcode/commitpack
+library_name: transformers
+tags:
+- code
+- mlx
+- mlx-my-repo
+base_model: JetBrains/Mellum-4b-base
+model-index:
+- name: Mellum-4b-base
+  results:
+  - task:
+      type: text-generation
+    dataset:
+      name: RepoBench 1.1 (Python)
+      type: tianyang/repobench_python_v1.1
+    metrics:
+    - type: exact_match
+      value: 0.2591
+      name: EM
+      verified: false
+    - type: exact_match
+      value: 0.2797
+      name: EM ≤ 8k
+      verified: false
+    - type: exact_match
+      value: 0.282
+      name: EM
+      verified: false
+    - type: exact_match
+      value: 0.2795
+      name: EM
+      verified: false
+    - type: exact_match
+      value: 0.2777
+      name: EM
+      verified: false
+    - type: exact_match
+      value: 0.2453
+      name: EM
+      verified: false
+    - type: exact_match
+      value: 0.211
+      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: 0.2858
+      name: EM
+      verified: false
+    - type: exact_match
+      value: 0.3108
+      name: EM ≤ 8k
+      verified: false
+    - type: exact_match
+      value: 0.3202
+      name: EM
+      verified: false
+    - type: exact_match
+      value: 0.3212
+      name: EM
+      verified: false
+    - type: exact_match
+      value: 0.291
+      name: EM
+      verified: false
+    - type: exact_match
+      value: 0.2492
+      name: EM
+      verified: false
+    - type: exact_match
+      value: 0.2474
+      name: EM
+      verified: false
+  - task:
+      type: text-generation
+    dataset:
+      name: SAFIM
+      type: gonglinyuan/safim
+    metrics:
+    - type: pass@1
+      value: 0.3811
+      name: pass@1
+      verified: false
+    - type: pass@1
+      value: 0.253
+      name: pass@1
+      verified: false
+    - type: pass@1
+      value: 0.3839
+      name: pass@1
+      verified: false
+    - type: pass@1
+      value: 0.5065
+      name: pass@1
+      verified: false
+  - task:
+      type: text-generation
+    dataset:
+      name: HumanEval Infilling (Single-Line)
+      type: loubnabnl/humaneval_infilling
+    metrics:
+    - type: pass@1
+      value: 0.6621
+      name: pass@1
+      verified: false
+    - type: pass@1
+      value: 0.3852
+      name: pass@1
+      verified: false
+    - type: pass@1
+      value: 0.2969
+      name: pass@1
+      verified: false
+---
+
+# cnfusion/Mellum-4b-base-mlx-fp16
+
+The Model [cnfusion/Mellum-4b-base-mlx-fp16](https://huggingface.co/cnfusion/Mellum-4b-base-mlx-fp16) was converted to MLX format from [JetBrains/Mellum-4b-base](https://huggingface.co/JetBrains/Mellum-4b-base) using mlx-lm version **0.22.3**.
+
+## Use with mlx
+
+```bash
+pip install mlx-lm
+```
+
+```python
+from mlx_lm import load, generate
+
+model, tokenizer = load("cnfusion/Mellum-4b-base-mlx-fp16")
+
+prompt="hello"
+
+if hasattr(tokenizer, "apply_chat_template") and tokenizer.chat_template is not None:
+    messages = [{"role": "user", "content": prompt}]
+    prompt = tokenizer.apply_chat_template(
+        messages, tokenize=False, add_generation_prompt=True
+    )
+
+response = generate(model, tokenizer, prompt=prompt, verbose=True)
+```