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Eric BuehlerandGitHub
70c7f86691
* Add initial * Loading for text model * Add ple embeddings * Add altup, laurel block * Update rmsnorm * Add mlp * Update attn norm application * Currently no kv shared * Wire it up * It runs * Fix bf16 * Fix scaled embd * Fixes for mean * tmp * Attn confirmed * Fix target_magnitude * Add shared kv * Ok it works * Remove npy * Fix streaming * Remove warnings * Remove paged attn * Refactor rope * Add immediate isq * Add vision & mproj * Update image processor * Vision merge runs, not correct * Remove * Add mobilenet v5 * Add multimodal vision embedding * Fix load * runs * Fix gamma * Works but just not vision tower * It works!! * Tweak * Fix warnings * Move vision tower * Fix warn * Update cache manager things * Refactor * Add audio model, it loads * Add audio processing * It runs at least * tmp * A bit better * Audio works!!!! * Fused attn in vision * Clippy * Update audio runner * Optimized audio model * Remove unused things * Fix inputs processor bug * Remove comments * Clippy * Small optimizations * Format * Correctly register modalities * Add docs * Update readme * Runs there * Fixed padding from https://github.com/Blaizzy/mlx-vlm/pull/410 * Add better checks * Fix sdpa n_kv_groups * Vision encoder works! * Rotate image * Clippy * Fix cuda loading * Updated device mapper * Fix overflow * Fix dtype errors * Refactor image/audio embeddings * Fix metal * Fix dtype mismatch * Audio processing fixes * Audio processing fixes * Works * Audio is good * Fix boi/eoi too * Embed the chat templates * Better embedding accuracy in non f32 * More f32 * Support bf16 on metal * Add more ISQ * Fixed device map * Clippy * Gemma3n no paged attn * Fix saturating sub * Faster rmsnorm * Use sdpa for vision model * Fix ple bug * Fix name * Fix multiaudio * Add matformer config loading * Add docs * Add support for matformer in auto device mapper * Update docs * Typos * Tweak * Tweak * Fix multidevice * Fix gemma3n text model auto device map * Fix dims3 * Fix auto devic emap vision * Non-metal keeps PLE on cpu * Complete merge * Vision dtype f16 -> f32 * Fix metal nm device * Fix uqff * Typos * Reference uqff * Fix tests
38 lines
1022 B
Python
38 lines
1022 B
Python
from mistralrs import Runner, Which, ChatCompletionRequest, VisionArchitecture
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runner = Runner(
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which=Which.VisionPlain(
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model_id="google/gemma-3n-E4B-it",
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arch=VisionArchitecture.Gemma3n,
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),
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)
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res = runner.send_chat_completion_request(
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ChatCompletionRequest(
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model="ignore",
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messages=[
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{
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"role": "user",
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"content": [
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{
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"type": "image_url",
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"image_url": {
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"url": "https://upload.wikimedia.org/wikipedia/commons/f/fd/Pink_flower.jpg"
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},
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},
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{
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"type": "text",
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"text": "Please describe this image.",
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},
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],
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}
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],
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max_tokens=256,
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presence_penalty=1.0,
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top_p=0.1,
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temperature=0.1,
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)
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)
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print(res.choices[0].message.content)
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print(res.usage)
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