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mlx-community
/
magnum-v3-34b-4bit

Text Generation
Transformers
Safetensors
MLX
llama
conversational
Eval Results
text-generation-inference
Inference Endpoints
4-bit precision
Model card Files Community
1

Upload folder using huggingface_hub

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by jy-hxy - opened
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from: refs/pr/1
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Files changed (11) hide show
  1. README.md +137 -0
  2. config.json +36 -0
  3. model-00001-of-00004.safetensors +3 -0
  4. model-00002-of-00004.safetensors +3 -0
  5. model-00003-of-00004.safetensors +3 -0
  6. model-00004-of-00004.safetensors +3 -0
  7. model.safetensors.index.json +0 -0
  8. special_tokens_map.json +30 -0
  9. tokenizer.json +0 -0
  10. tokenizer.model +3 -0
  11. tokenizer_config.json +2462 -0
README.md ADDED
@@ -0,0 +1,137 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ Language:
4
+ - En
5
+ Pipeline_tag: text-generation
6
+ Base_model: 01-ai/Yi-1.5-34B-32K
7
+ Tags:
8
+ - Chat
9
+ pipeline_tag: text-generation
10
+ library_name: transformers
11
+ tags:
12
+ - mlx
13
+ base_model: anthracite-org/magnum-v3-34b
14
+ model-index:
15
+ - name: magnum-v3-34b
16
+ results:
17
+ - task:
18
+ type: text-generation
19
+ name: Text Generation
20
+ dataset:
21
+ name: IFEval (0-Shot)
22
+ type: HuggingFaceH4/ifeval
23
+ args:
24
+ num_few_shot: 0
25
+ metrics:
26
+ - type: inst_level_strict_acc and prompt_level_strict_acc
27
+ value: 51.15
28
+ name: strict accuracy
29
+ source:
30
+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=anthracite-org/magnum-v3-34b
31
+ name: Open LLM Leaderboard
32
+ - task:
33
+ type: text-generation
34
+ name: Text Generation
35
+ dataset:
36
+ name: BBH (3-Shot)
37
+ type: BBH
38
+ args:
39
+ num_few_shot: 3
40
+ metrics:
41
+ - type: acc_norm
42
+ value: 44.33
43
+ name: normalized accuracy
44
+ source:
45
+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=anthracite-org/magnum-v3-34b
46
+ name: Open LLM Leaderboard
47
+ - task:
48
+ type: text-generation
49
+ name: Text Generation
50
+ dataset:
51
+ name: MATH Lvl 5 (4-Shot)
52
+ type: hendrycks/competition_math
53
+ args:
54
+ num_few_shot: 4
55
+ metrics:
56
+ - type: exact_match
57
+ value: 17.82
58
+ name: exact match
59
+ source:
60
+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=anthracite-org/magnum-v3-34b
61
+ name: Open LLM Leaderboard
62
+ - task:
63
+ type: text-generation
64
+ name: Text Generation
65
+ dataset:
66
+ name: GPQA (0-shot)
67
+ type: Idavidrein/gpqa
68
+ args:
69
+ num_few_shot: 0
70
+ metrics:
71
+ - type: acc_norm
72
+ value: 14.77
73
+ name: acc_norm
74
+ source:
75
+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=anthracite-org/magnum-v3-34b
76
+ name: Open LLM Leaderboard
77
+ - task:
78
+ type: text-generation
79
+ name: Text Generation
80
+ dataset:
81
+ name: MuSR (0-shot)
82
+ type: TAUR-Lab/MuSR
83
+ args:
84
+ num_few_shot: 0
85
+ metrics:
86
+ - type: acc_norm
87
+ value: 6.57
88
+ name: acc_norm
89
+ source:
90
+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=anthracite-org/magnum-v3-34b
91
+ name: Open LLM Leaderboard
92
+ - task:
93
+ type: text-generation
94
+ name: Text Generation
95
+ dataset:
96
+ name: MMLU-PRO (5-shot)
97
+ type: TIGER-Lab/MMLU-Pro
98
+ config: main
99
+ split: test
100
+ args:
101
+ num_few_shot: 5
102
+ metrics:
103
+ - type: acc
104
+ value: 41.69
105
+ name: accuracy
106
+ source:
107
+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=anthracite-org/magnum-v3-34b
108
+ name: Open LLM Leaderboard
109
+ ---
110
+
111
+ # mlx-community/magnum-v3-34b-4bit
112
+
113
+ The Model [mlx-community/magnum-v3-34b-4bit](https://huggingface.co/mlx-community/magnum-v3-34b-4bit) was
114
+ converted to MLX format from [anthracite-org/magnum-v3-34b](https://huggingface.co/anthracite-org/magnum-v3-34b)
115
+ using mlx-lm version **0.20.4**.
116
+
117
+ ## Use with mlx
118
+
119
+ ```bash
120
+ pip install mlx-lm
121
+ ```
122
+
123
+ ```python
124
+ from mlx_lm import load, generate
125
+
126
+ model, tokenizer = load("mlx-community/magnum-v3-34b-4bit")
127
+
128
+ prompt="hello"
129
+
130
+ if hasattr(tokenizer, "apply_chat_template") and tokenizer.chat_template is not None:
131
+ messages = [{"role": "user", "content": prompt}]
132
+ prompt = tokenizer.apply_chat_template(
133
+ messages, tokenize=False, add_generation_prompt=True
134
+ )
135
+
136
+ response = generate(model, tokenizer, prompt=prompt, verbose=True)
137
+ ```
config.json ADDED
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+ "LlamaForCausalLM"
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+ "eos_token_id": 2,
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+ "hidden_act": "silu",
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+ "hidden_size": 7168,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 20480,
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+ "mlp_bias": false,
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+ "bits": 4
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+ "quantization_config": {
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+ },
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+ "rms_norm_eps": 1e-06,
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+ "rope_scaling": null,
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+ "rope_theta": 5000000,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "bfloat16",
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+ "transformers_version": "4.44.0",
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+ "use_cache": false,
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+ "vocab_size": 64000
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+ }
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special_tokens_map.json ADDED
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+ {
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+ "lstrip": false,
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+ "normalized": true,
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+ "single_word": false
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+ }
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The diff for this file is too large to render. See raw diff
 
tokenizer.model ADDED
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+ },
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+ },
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+ },
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+ "rstrip": false,
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+ "single_word": false,
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+ "special": false
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+ }
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+ },
2447
+ "bos_token": "<|startoftext|>",
2448
+ "chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
2449
+ "clean_up_tokenization_spaces": false,
2450
+ "eos_token": "<|im_end|>",
2451
+ "extra_special_tokens": {},
2452
+ "legacy": true,
2453
+ "model_max_length": 4096,
2454
+ "pad_token": "<unk>",
2455
+ "padding_side": "right",
2456
+ "sp_model_kwargs": {},
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+ "spaces_between_special_tokens": false,
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+ "split_special_tokens": false,
2459
+ "tokenizer_class": "LlamaTokenizer",
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+ "unk_token": "<unk>",
2461
+ "use_default_system_prompt": false
2462
+ }