Update README.md (#1)

- Update README.md (f103826cd2fd6e4d1517702a22543404a41daeda)


Co-authored-by: Abhinav Agarwalla <abhinavnmagic@users.noreply.huggingface.co>

README.md

@@ -14,7 +14,7 @@ tags:
 
 # Llama-2-7b-pruned50-retrained-evolcodealpaca-quant-ds
 
-This repo contains a [50% sparse Llama 2 7B](https://huggingface.co/neuralmagic/Llama-2-7b-pruned70-retrained) finetuned for code generation tasks using the [Evolved CodeAlpaca](https://huggingface.co/datasets/theblackcat102/evol-codealpaca-v1) dataset.
+This repo contains a [50% sparse Llama 2 7B](https://huggingface.co/neuralmagic/Llama-2-7b-pruned50-retrained-evolcodealpaca) finetuned for code generation tasks using the [Evolved CodeAlpaca](https://huggingface.co/datasets/theblackcat102/evol-codealpaca-v1) dataset.
 It was then quantized to 8-bit weights + activations and exported to deploy with [DeepSparse](https://github.com/neuralmagic/deepsparse), a CPU inference runtime for sparse models.
 
 **Authors**: Neural Magic, Cerebras
@@ -46,9 +46,9 @@ print(outputs.generations[0].text)
 
 Model evaluation metrics and results.
 
-| Benchmark                                      | Metric        | Llama-2-7b-instruct  | Llama-2-7b-pruned50-retrained-evolcodealpaca-quant-ds |
+| Benchmark                                      | Metric        | Llama-2-7b-evolcodealpaca  | Llama-2-7b-pruned50-retrained-evolcodealpaca-quant-ds |
 |------------------------------------------------|---------------|-------------|-------------------------------|
-| [HumanEval](https://arxiv.org/abs/2107.03374)  | pass@1        | xxxx        | xxxx                          |
+| [HumanEval](https://arxiv.org/abs/2107.03374)  | pass@1        | 32.03       | 32.2                          |
 
 ## Help