MLX
Safetensors
English
falcon_mamba
Eval Results
8-bit precision
ybelkada commited on
Commit
8bb96a7
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c1d397091e4682d42d4d3bb6104a8cf6235cbe3be7051a7febcb33af547562cf

Browse files
README.md ADDED
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+ ---
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+ base_model: tiiuae/falcon-mamba-7b
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+ datasets:
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+ - tiiuae/falcon-refinedweb
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+ - HuggingFaceFW/fineweb-edu
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+ language:
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+ - en
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+ license: other
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+ license_name: falcon-mamba-7b-license
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+ license_link: https://falconllm.tii.ae/falcon-mamba-7b-terms-and-conditions.html
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+ tags:
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+ - mlx
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+ model-index:
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+ - name: falcon-mamba-7b
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+ results:
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+ - task:
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+ type: text-generation
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+ name: Text Generation
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+ dataset:
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+ name: IFEval (0-Shot)
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+ type: HuggingFaceH4/ifeval
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+ args:
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+ num_few_shot: 0
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+ metrics:
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+ - type: inst_level_strict_acc and prompt_level_strict_acc
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+ value: 33.36
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+ name: strict accuracy
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+ source:
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+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=tiiuae/falcon-mamba-7b
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+ name: Open LLM Leaderboard
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+ - task:
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+ type: text-generation
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+ name: Text Generation
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+ dataset:
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+ name: BBH (3-Shot)
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+ type: BBH
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+ args:
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+ num_few_shot: 3
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+ metrics:
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+ - type: acc_norm
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+ value: 19.88
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+ name: normalized accuracy
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+ source:
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+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=tiiuae/falcon-mamba-7b
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+ name: Open LLM Leaderboard
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+ - task:
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+ type: text-generation
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+ name: Text Generation
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+ dataset:
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+ name: MATH Lvl 5 (4-Shot)
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+ type: hendrycks/competition_math
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+ args:
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+ num_few_shot: 4
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+ metrics:
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+ - type: exact_match
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+ value: 3.63
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+ name: exact match
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+ source:
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+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=tiiuae/falcon-mamba-7b
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+ name: Open LLM Leaderboard
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+ - task:
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+ type: text-generation
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+ name: Text Generation
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+ dataset:
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+ name: GPQA (0-shot)
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+ type: Idavidrein/gpqa
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+ args:
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+ num_few_shot: 0
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+ metrics:
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+ - type: acc_norm
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+ value: 8.05
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+ name: acc_norm
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+ source:
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+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=tiiuae/falcon-mamba-7b
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+ name: Open LLM Leaderboard
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+ - task:
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+ type: text-generation
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+ name: Text Generation
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+ dataset:
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+ name: MuSR (0-shot)
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+ type: TAUR-Lab/MuSR
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+ args:
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+ num_few_shot: 0
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+ metrics:
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+ - type: acc_norm
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+ value: 10.86
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+ name: acc_norm
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+ source:
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+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=tiiuae/falcon-mamba-7b
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+ name: Open LLM Leaderboard
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+ - task:
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+ type: text-generation
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+ name: Text Generation
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+ dataset:
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+ name: MMLU-PRO (5-shot)
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+ type: TIGER-Lab/MMLU-Pro
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+ config: main
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+ split: test
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+ args:
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+ num_few_shot: 5
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+ metrics:
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+ - type: acc
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+ value: 14.47
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+ name: accuracy
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+ source:
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+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=tiiuae/falcon-mamba-7b
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+ name: Open LLM Leaderboard
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+ ---
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+
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+ # mlx-community/falcon-mamba-7b-8bit
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+
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+ The Model [mlx-community/falcon-mamba-7b-8bit](https://huggingface.co/mlx-community/falcon-mamba-7b-8bit) was converted to MLX format from [tiiuae/falcon-mamba-7b](https://huggingface.co/tiiuae/falcon-mamba-7b) using mlx-lm version **0.19.2**.
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+
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+ ## Use with mlx
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+
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+ ```bash
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+ pip install mlx-lm
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+ ```
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+
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+ ```python
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+ from mlx_lm import load, generate
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+
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+ model, tokenizer = load("mlx-community/falcon-mamba-7b-8bit")
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+
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+ prompt="hello"
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+
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+ if hasattr(tokenizer, "apply_chat_template") and 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, tokenize=False, add_generation_prompt=True
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+ )
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+
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+ response = generate(model, tokenizer, prompt=prompt, verbose=True)
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+ ```
config.json ADDED
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+ {
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+ "architectures": [
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+ "FalconMambaForCausalLM"
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+ ],
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+ "bos_token_id": 0,
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+ "conv_kernel": 4,
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+ "eos_token_id": 11,
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+ "expand": 16,
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+ "hidden_act": "silu",
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+ "hidden_size": 4096,
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+ "initializer_range": 0.1,
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+ "intermediate_size": 8192,
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+ "layer_norm_epsilon": 1e-05,
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+ "model_type": "falcon_mamba",
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+ "num_hidden_layers": 64,
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+ "pad_token_id": 11,
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+ "quantization": {
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+ "group_size": 64,
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+ "bits": 8
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+ },
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+ "quantization_config": {
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+ "group_size": 64,
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+ "bits": 8
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+ },
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+ "rescale_prenorm_residual": false,
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+ "residual_in_fp32": true,
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+ "state_size": 16,
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+ "tie_word_embeddings": false,
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+ "time_step_floor": 0.0001,
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+ "time_step_init_scheme": "random",
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+ "time_step_max": 0.1,
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+ "time_step_min": 0.001,
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+ "time_step_rank": 256,
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+ "time_step_scale": 1.0,
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+ "torch_dtype": "bfloat16",
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+ "transformers_version": "4.43.0.dev0",
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+ "use_bias": false,
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+ "use_cache": true,
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+ "use_conv_bias": true,
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+ "vocab_size": 65024
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+ }
model.safetensors.index.json ADDED
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