初始化项目,由ModelHub XC社区提供模型
Model: mlx-community/Kumru-2B-bf16 Source: Original Platform
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README.md
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README.md
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---
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library_name: mlx
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license: apache-2.0
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language:
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- tr
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datasets:
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- vngrs-ai/vngrs-web-corpus
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tags:
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- mlx
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pipeline_tag: text-generation
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base_model: vngrs-ai/Kumru-2B
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---
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# mlx-community/Kumru-2B-bf16
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This model [mlx-community/Kumru-2B-bf16](https://huggingface.co/mlx-community/Kumru-2B-bf16) was
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converted to MLX format from [vngrs-ai/Kumru-2B](https://huggingface.co/vngrs-ai/Kumru-2B)
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using mlx-lm version **0.26.2**.
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## Use with mlx
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```bash
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pip install mlx-lm
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```
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```python
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from mlx_lm import load, generate
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model, tokenizer = load("mlx-community/Kumru-2B-bf16")
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prompt = "hello"
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if tokenizer.chat_template is not None:
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messages = [{"role": "user", "content": prompt}]
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prompt = tokenizer.apply_chat_template(
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messages, add_generation_prompt=True
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)
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response = generate(model, tokenizer, prompt=prompt, verbose=True)
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```
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chat_template.jinja
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chat_template.jinja
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{% set loop_messages = messages %}{% for message in loop_messages %}{% set content = '<|start_header_id|>' + message['role'] + '<|end_header_id|>
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'+ message['content'] | trim + '<|eot_id|>' %}{% if loop.index0 == 0 %}{% set content = bos_token + content %}{% endif %}{{ content }}{% endfor %}{% if add_generation_prompt %}{{ '<|start_header_id|>assistant<|end_header_id|>
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' }}{% endif %}
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config.json
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config.json
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{
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"architectures": [
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"MistralForCausalLM"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 2,
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"dtype": "bfloat16",
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"eos_token_id": 3,
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"head_dim": 128,
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"hidden_act": "silu",
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"hidden_size": 3072,
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"initializer_range": 0.02,
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"intermediate_size": 10752,
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"max_position_embeddings": 8192,
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"model_type": "mistral",
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"num_attention_heads": 16,
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"num_hidden_layers": 18,
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"num_key_value_heads": 4,
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"pad_token_id": 0,
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"rms_norm_eps": 1e-05,
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"rope_theta": 500000,
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"sliding_window": null,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.49.0",
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"use_cache": true,
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"vocab_size": 50176
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}
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configuration.json
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configuration.json
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{"framework": "pytorch", "task": "text-generation", "allow_remote": true}
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generation_config.json
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{
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"_from_model_config": true,
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"bos_token_id": 2,
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"eos_token_id": 3,
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"pad_token_id": 0,
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"transformers_version": "4.49.0"
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}
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
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|
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|
||||||
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||||||
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
"model.layers.9.input_layernorm.weight": "model.safetensors",
|
||||||
|
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|
||||||
|
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|
||||||
|
"model.layers.9.mlp.up_proj.weight": "model.safetensors",
|
||||||
|
"model.layers.9.post_attention_layernorm.weight": "model.safetensors",
|
||||||
|
"model.layers.9.self_attn.k_proj.weight": "model.safetensors",
|
||||||
|
"model.layers.9.self_attn.o_proj.weight": "model.safetensors",
|
||||||
|
"model.layers.9.self_attn.q_proj.weight": "model.safetensors",
|
||||||
|
"model.layers.9.self_attn.v_proj.weight": "model.safetensors",
|
||||||
|
"model.norm.weight": "model.safetensors"
|
||||||
|
}
|
||||||
|
}
|
||||||
30
special_tokens_map.json
Normal file
30
special_tokens_map.json
Normal file
@@ -0,0 +1,30 @@
|
|||||||
|
{
|
||||||
|
"bos_token": {
|
||||||
|
"content": "<BOS>",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": false,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false
|
||||||
|
},
|
||||||
|
"eos_token": {
|
||||||
|
"content": "<EOS>",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": false,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false
|
||||||
|
},
|
||||||
|
"pad_token": {
|
||||||
|
"content": "<PAD>",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": false,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false
|
||||||
|
},
|
||||||
|
"unk_token": {
|
||||||
|
"content": "<UNK>",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": false,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false
|
||||||
|
}
|
||||||
|
}
|
||||||
3
tokenizer.json
Normal file
3
tokenizer.json
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:1f00b5bbea83c47d7d126990e5213ad049cb2942c04b91cdea95d032a251dee6
|
||||||
|
size 3943435
|
||||||
2108
tokenizer_config.json
Normal file
2108
tokenizer_config.json
Normal file
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user