wip

README.md

@@ -52,7 +52,7 @@ language models. picoLLM Inference Engine is:
 
 ## Models
 
-PicoLLM Inference Engine supports the following open-weight models. You can download them from
+picoLLM Inference Engine supports the following open-weight models. You can download them from
 [Picovoice Console](https://console.picovoice.ai/). 
 
 - Gemma

binding/python/README.md

@@ -4,12 +4,17 @@
 
 Made in Vancouver, Canada by [Picovoice](https://picovoice.ai)
 
-picoLLM Inference Engine is a local large-language model inference engine. picoLLM Inference Engine is:
+picoLLM Inference Engine is a highly accurate and cross-platform SDK optimized for running deeply compressed local large
+language models. picoLLM Inference Engine is:
 
-- Accurate; [Improves GPTQ by up to 80%]().
+- Accurate; picoLLM Compression improves GPTQ by XX%.
 - Private; LLM inference runs 100% locally.
+- Cross-Platform:
+  - Linux (x86_64), macOS (x86_64, arm64), Windows (x86_64)
+  - Raspberry Pi (3, 4, 5)
 - Runs on CPU and GPU
-- Free
+- Free for open-weight models
+
 ## Compatibility
 
 - Python 3.7+
@@ -21,11 +26,44 @@ picoLLM Inference Engine is a local large-language model inference engine. picoL
 pip3 install picollm
 ```
 
+## Models
+
+picoLLM Inference Engine supports the following open-weight models. You can download them from
+[Picovoice Console](https://console.picovoice.ai/). 
+
+- Gemma
+    - `gemma-2b`
+    - `gemma-2b-it`
+    - `gemma-7b`
+    - `gemma-7b-it`
+- Llama-2
+    - `llama-2-7b`
+    - `llama-2-7b-chat`
+    - `llama-2-13b`
+    - `llama-2-13b-chat`
+    - `llama-2-70b`
+    - `llama-2-70b-chat`
+- Llama-3
+    - `llama-3-8b`
+    - `llama-3-8b-instruct`
+    - `llama-3-70b`
+    - `llama-3-70b-instruct`
+- Mistral
+    - `mistral-7b-v0.1`
+    - `mistral-7b-instruct-v0.1`
+    - `mistral-7b-instruct-v0.2`
+- Mixtral
+    - `mixtral-8x7b-v0.1`
+    - `mixtral-8x7b-instruct-v0.1`
+- Phi-2
+
 ## AccessKey
 
-picoLLM requires a valid Picovoice `AccessKey` at initialization. `AccessKey` acts as your credentials when using
-picoLLM SDKs. You can get your `AccessKey` for free. Make sure to keep your `AccessKey` secret. Signup or Login to
-[Picovoice Console](https://console.picovoice.ai/) to get your `AccessKey`.
+AccessKey is your authentication and authorization token for deploying Picovoice SDKs, including picoLLM. Anyone who is
+using Picovoice needs to have a valid AccessKey. You must keep your AccessKey secret. You would need internet
+connectivity to validate your AccessKey with Picovoice license servers even though the LLM inference is running 100%
+offline and completely free for open-weight models. Everyone who signs up for
+[Picovoice Console](https://console.picovoice.ai/) receives a unique AccessKey.
 
 ## Usage