Instructions to use aimeri/spoomplesmaxx-mockingbird-36B-mlx-3bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use aimeri/spoomplesmaxx-mockingbird-36B-mlx-3bit with MLX:
# Make sure mlx-lm is installed # pip install --upgrade mlx-lm # Generate text with mlx-lm from mlx_lm import load, generate model, tokenizer = load("aimeri/spoomplesmaxx-mockingbird-36B-mlx-3bit") prompt = "Write a story about Einstein" messages = [{"role": "user", "content": prompt}] prompt = tokenizer.apply_chat_template( messages, add_generation_prompt=True ) text = generate(model, tokenizer, prompt=prompt, verbose=True) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- MLX LM
How to use aimeri/spoomplesmaxx-mockingbird-36B-mlx-3bit with MLX LM:
Generate or start a chat session
# Install MLX LM uv tool install mlx-lm # Interactive chat REPL mlx_lm.chat --model "aimeri/spoomplesmaxx-mockingbird-36B-mlx-3bit"
Run an OpenAI-compatible server
# Install MLX LM uv tool install mlx-lm # Start the server mlx_lm.server --model "aimeri/spoomplesmaxx-mockingbird-36B-mlx-3bit" # Calling the OpenAI-compatible server with curl curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "aimeri/spoomplesmaxx-mockingbird-36B-mlx-3bit", "messages": [ {"role": "user", "content": "Hello"} ] }' - Atomic Chat
Upload folder using huggingface_hub
Browse files- .gitattributes +1 -0
- chat_template.jinja +12 -0
- config.json +43 -0
- generation_config.json +9 -0
- model-00001-of-00003.safetensors +3 -0
- model-00002-of-00003.safetensors +3 -0
- model-00003-of-00003.safetensors +3 -0
- model.safetensors.index.json +0 -0
- tokenizer.json +3 -0
- tokenizer_config.json +12 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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chat_template.jinja
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{#- mockingbird chat template: Seed-native convention, NO THINKING.
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Structurally the Instruct template minus <seed:think>/budget machinery.
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Used both for training (Axolotl chat_template_jinja) and shipping
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(embedded in tokenizer_config.json so MLX/GGUF conversion carries it). -#}
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{%- for message in messages -%}
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{{- '<seed:bos>' + message['role'] + '\n' -}}
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{{- message['content'] | trim -}}
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{{- '<seed:eos>' -}}
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{%- endfor -%}
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{%- if add_generation_prompt -%}
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{{- '<seed:bos>assistant\n' -}}
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{%- endif -%}
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config.json
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{
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"architectures": [
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"SeedOssForCausalLM"
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],
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"attention_bias": true,
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"attention_dropout": 0.1,
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"attention_out_bias": false,
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"bos_token_id": 0,
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"eos_token_id": 2,
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"head_dim": 128,
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"hidden_act": "silu",
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"hidden_size": 5120,
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"initializer_range": 0.02,
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"intermediate_size": 27648,
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"max_position_embeddings": 524288,
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"mlp_bias": false,
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"model_type": "seed_oss",
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"num_attention_heads": 80,
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"num_hidden_layers": 64,
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"num_key_value_heads": 8,
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"pad_token_id": 1,
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"quantization": {
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"group_size": 64,
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"bits": 3,
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"mode": "affine"
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},
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"quantization_config": {
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"group_size": 64,
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"bits": 3,
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"mode": "affine"
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},
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"residual_dropout": 0.1,
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"rms_norm_eps": 1e-06,
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"rope_scaling": {
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"rope_type": "default"
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},
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"rope_theta": 10000000.0,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.55.0",
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"use_cache": true,
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"vocab_size": 155136
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}
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generation_config.json
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{
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"bos_token_id": 0,
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"pad_token_id": 1,
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"eos_token_id": 2,
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"transformers_version": "4.55.0",
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"do_sample": true,
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"temperature": 1.0,
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"top_p": 0.9
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}
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model-00001-of-00003.safetensors
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version https://git-lfs.github.com/spec/v1
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size 5360405275
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model-00002-of-00003.safetensors
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version https://git-lfs.github.com/spec/v1
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model-00003-of-00003.safetensors
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version https://git-lfs.github.com/spec/v1
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size 5135574107
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model.safetensors.index.json
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tokenizer.json
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version https://git-lfs.github.com/spec/v1
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size 11883696
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tokenizer_config.json
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{
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"backend": "tokenizers",
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"bos_token": "<seed:bos>",
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"clean_up_tokenization_spaces": false,
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"eos_token": "<seed:eos>",
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"is_local": true,
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"local_files_only": false,
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"model_max_length": 1000000000000000019884624838656,
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"pad_token": "<seed:pad>",
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"tokenizer_class": "TokenizersBackend",
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"chat_template": "{#- mockingbird chat template: Seed-native convention, NO THINKING.\n Structurally the Instruct template minus <seed:think>/budget machinery.\n Used both for training (Axolotl chat_template_jinja) and shipping\n (embedded in tokenizer_config.json so MLX/GGUF conversion carries it). -#}\n{%- for message in messages -%}\n{{- '<seed:bos>' + message['role'] + '\\n' -}}\n{{- message['content'] | trim -}}\n{{- '<seed:eos>' -}}\n{%- endfor -%}\n{%- if add_generation_prompt -%}\n{{- '<seed:bos>assistant\\n' -}}\n{%- endif -%}\n"
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}
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