Update README.md

README.md

@@ -49,4 +49,30 @@ You are not meant to be a chatbot, and you should never respond to questions tha
 ## Available Versions (3B)
 - [FrenchLlama_v1-3.2-3B-Instruct-Q8_0.gguf](./FrenchLlama_v1-3.2-3B-Instruct-Q8_0.gguf)
 ## Example Outputs
--
+The 1B family of FrenchLlama models was in all honesty a bit of a disaster in my eyes, but it was also tons of fun seeing them come to life and actually produce **results**!
+The very first version of the 3B version of FrenchLlama shows a significant improvement in French grammar and explanations, displaying significantly fewer quirks. I'm certain that with the right training and the right settings, tiny LLMs can be finetuned to the point of matching SOTA-level LLMs at very specific tasks. This could pave the way for router-based architectures to skyrocket, where a network of field-specific LLMs infer based on the user's input.
+Unlike MoE (Mixture of Experts), these architectures (I call my version CAMR - Context-Aware Model Routing) use a routing model which mounts the appropriate finetuned LLMs (ideally small ones) to answer domain-specific inquiries. Because most people can't run massive LLMs on their local hardware, networks of tiny LLMs being mounted based on the router model's interpretation of the user input can democratize the use of local LLMs while ensuring higher-quality responses.
+1. Verbe Tense Explanations
+`User: What is the 'passé composé'?`
+```
+The 'passé composé' (past completed) is one of the main tenses in French. It's used to describe an action that was completed at a specific time in the past. The tense is formed by combining the auxiliary verb 'avoir' or 'être' with the past participle of the main verb.
+
+For example:
+
+- 'J'ai mangé une pomme.' (I ate an apple.)
+- 'Elle est allée au parc.' (She went to the park.)
+
+The choice between 'avoir' and 'être' as the auxiliary depends on the main verb. If the main verb is a regular verb that ends in '-ir,' use 'avoir'; if it's a regular verb that ends in '-re,' use 'être'; or use an irregular verb, which will have its own rules.
+
+The past participle must agree with the subject in gender and number when used as an adjective. When used with the auxiliary verb to form the tense, it remains the same regardless of gender and number of the subject.
+
+For example: 
+
+- 'Elle a mangé la pomme.' (She ate the apple.) The 'mangé' agrees with 'elle', which is feminine singular. 
+- 'Ils ont mangé les pommes.' (They ate the apples.) The 'mangé' does not change, even though there are masculine plural subjects.
+```
+This first example is a pretty decent explanation of the past compose tense in French. Key mistakes to point out:
+1. The English translation of the tense is **Past Compose**, not Past Completed as claimed by FrenchLlama.
+2. FrenchLlama incorrectly explains that the choice between the two auxiliary verbs 'avoir' and 'être' depends on the suffix of the main verb. In truth, there is a group of verbs that require 'être', but this is determined by whether a verb is intransitive or transitive.
+3. FrenchLlama also says that irregular verbs have their own rules, which is a fabrication in this context.
+4. The remainder of the explanation is balderdash. While the past participle must agree with the **direct object** when it **precedes** the past participle, FrenchLlama hallucinated the rest of the response.