Update README.md

README.md

@@ -12,7 +12,7 @@ You can read more in the [official blog post](https://mistral.ai/news/codestral-
 
 ## Installation
 
-It is recommended to use `mistralai/mamba-codestral-7B-v0.1` with [mistral-inference](https://github.com/mistralai/mistral-inference) 
+It is recommended to use `mistralai/Mamba-Codestral-7B-v0.1` with [mistral-inference](https://github.com/mistralai/mistral-inference) 
 
 
 ```
@@ -31,10 +31,10 @@ pip install mamba_ssm causal-conv1d
 from huggingface_hub import snapshot_download
 from pathlib import Path
 
-mistral_models_path = Path.home().joinpath('mistral_models', 'mamba-codestral-7B-v0.1')
+mistral_models_path = Path.home().joinpath('mistral_models', 'Mamba-Codestral-7B-v0.1')
 mistral_models_path.mkdir(parents=True, exist_ok=True)
 
-snapshot_download(repo_id="mistralai/mamba-codestral-7B-v0.1", allow_patterns=["params.json", "consolidated.safetensors", "tokenizer.model.v3"], local_dir=mistral_models_path)
+snapshot_download(repo_id="mistralai/Mamba-Codestral-7B-v0.1", allow_patterns=["params.json", "consolidated.safetensors", "tokenizer.model.v3"], local_dir=mistral_models_path)
 ```
 
 ### Chat
@@ -42,7 +42,7 @@ snapshot_download(repo_id="mistralai/mamba-codestral-7B-v0.1", allow_patterns=["
 After installing `mistral_inference`, a `mistral-demo` CLI command should be available in your environment.
 
 ```
-mistral-chat $HOME/mistral_models/mamba-codestral-7B-v0.1 --instruct  --max_tokens 256
+mistral-chat $HOME/mistral_models/Mamba-Codestral-7B-v0.1 --instruct  --max_tokens 256
 ```
 
 ## Evaluation