fix(inference): update model catalog (#5465)

Author: reda-maizate

pages/managed-inference/reference-content/model-catalog.mdx

@@ -34,8 +34,6 @@ A quick overview of available models in Scaleway's catalog and their core attrib
 | [`mixtral-8x7b-instruct-v0.1`](#mixtral-8x7b-instruct-v01) | Mistral | 32k | Text | H100-2 | [Apache 2.0](https://www.apache.org/licenses/LICENSE-2.0) |
 | [`magistral-small-2506`](#magistral-small-2506) | Mistral | 32k | Text | L40S, H100, H100-2 | [Apache 2.0](https://www.apache.org/licenses/LICENSE-2.0) |
 | [`devstral-small-2505`](#devstral-small-2505) | Mistral | 128k | Text | H100, H100-2 | [Apache 2.0](https://www.apache.org/licenses/LICENSE-2.0) |
-| [`moshiko-0.1-8b`](#moshiko-01-8b) | Kyutai | 4k | Audio to Audio | L4, H100 | [CC-BY-4.0](https://huggingface.co/datasets/choosealicense/licenses/blob/main/markdown/cc-by-4.0.md) |
-| [`moshika-0.1-8b`](#moshika-01-8b) | Kyutai | 4k | Audio to Audio| L4, H100 | [CC-BY-4.0](https://huggingface.co/datasets/choosealicense/licenses/blob/main/markdown/cc-by-4.0.md) |
 | [`pixtral-12b-2409`](#pixtral-12b-2409) | Mistral | 128k | Text, Vision | L40S (50k), H100, H100-2 | [Apache 2.0](https://www.apache.org/licenses/LICENSE-2.0) |
 | [`molmo-72b-0924`](#molmo-72b-0924) | Allen AI | 50k | Text, Vision | H100-2 | [Apache 2.0](https://www.apache.org/licenses/LICENSE-2.0) and [Twonyi Qianwen license](https://huggingface.co/Qwen/Qwen2-72B/blob/main/LICENSE)|
 | [`qwen3-coder-30b-a3b-instruct`](#qwen3-coder-30b-a3b-instruct) | Qwen | 128k | Code | L40S, H100, H100-2 | [Apache 2.0](https://www.apache.org/licenses/LICENSE-2.0) |
@@ -66,8 +64,6 @@ A quick overview of available models in Scaleway's catalog and their core attrib
 | `mixtral-8x7b-instruct-v0.1` | Yes | No | English, French, German, Italian, Spanish |
 | `magistral-small-2506` | Yes | Yes | English, French, German, Spanish, Portuguese, Italian, Japanese, Korean, Russian, Chinese, Arabic, Persian, Indonesian, Malay, Nepali, Polish, Romanian, Serbian, Swedish, Turkish, Ukrainian, Vietnamese, Hindi, Bengali |
 | `devstral-small-2505` | Yes | Yes | English, French, German, Spanish, Portuguese, Italian, Japanese, Korean, Russian, Chinese, Arabic, Persian, Indonesian, Malay, Nepali, Polish, Romanian, Serbian, Swedish, Turkish, Ukrainian, Vietnamese, Hindi, Bengali |
-| `moshiko-0.1-8b` | No | No | English |
-| `moshika-0.1-8b` | No | No | English |
 | `pixtral-12b-2409` | Yes | Yes | English |
 | `molmo-72b-0924` | Yes | No | English |
 | `qwen3-coder-30b-a3b-instruct` | Yes | Yes | English, French, German, Chinese, Japanese, Korean and 113 additional languages and dialects |
@@ -170,7 +166,7 @@ allenai/molmo-72b-0924:fp8
 
 ## Text models
 
-### Gpt-oss-120b
+### Qwen3-235b-a22b-instruct-2507
 Released July 23, 2025, Qwen 3 235B A22B is an open-weight model, competitive in multiple benchmarks (such as [LM Arena for text use cases](https://lmarena.ai/leaderboard)) compared to Gemini 2.5 Pro and GPT4.5.
 
 | Attribute | Value |
@@ -345,30 +341,6 @@ mistral/devstral-small-2505:fp8
 mistral/devstral-small-2505:bf16
 ```
 
-### Moshiko-0.1-8b
-Kyutai's Moshi is a speech-text foundation model for real-time dialogue.
-Moshi is an experimental next-generation conversational model, designed to understand and respond fluidly and naturally to complex conversations, while providing unprecedented expressiveness and spontaneity.
-While current systems for spoken dialogue rely on a pipeline of separate components, Moshi is the first real-time full-duplex spoken large language model.
-Moshiko is the variant of Moshi with a male voice in English.
-
-#### Model names
-```
-kyutai/moshiko-0.1-8b:bf16
-kyutai/moshiko-0.1-8b:fp8
-```
-
-### Moshika-0.1-8b
-Kyutai's Moshi is a speech-text foundation model for real-time dialogue.
-Moshi is an experimental next-generation conversational model, designed to understand and respond fluidly and naturally to complex conversations, while providing unprecedented expressiveness and spontaneity.
-While current systems for spoken dialogue rely on a pipeline of separate components, Moshi is the first real-time full-duplex spoken large language model.
-Moshika is the variant of Moshi with a female voice in English.
-
-#### Model names
-```
-kyutai/moshika-0.1-8b:bf16
-kyutai/moshika-0.1-8b:fp8
-```
-
 ## Code models
 
 ### Qwen3-coder-30b-a3b-instruct